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multi restore 2277__2 · 가드 B 끔 — 턴 전수

2026-09-17 · job 134360 · 본 런과 같은 설정을 셀 하나로

셀 v1_train_2277__2 · multi restore(소금통→조리대, 티슈→TV 스탠드, 리모컨→TV 스탠드) · textlog(노트 고정) · gemini-3.7-flash · 가드 B 끔(기본값) · own QOS 잡 134360

결과: fail(nav_loop) · 16턴 · VLM 21회 $0.120 · 2,492/12,000 스텝 · 놓은 물체 1/3(소금통 is_placed_on 조리대, 원래 자리에서 0.73 m)

설정

셀restore · v1_train_2277__2 · textlog · gemini-3.7-flash
질의Pick up the salt shaker and place it in or on where it first was, then pick up the tissue box and place it in or on where it first was, and then pick up the remote control and place it in or on where it first was
GTsaltshaker_ae8db92b68885e8a5331b49cf1534319_1_0_6 → place_on
place_modevla (VLA 가 놓는다)
navigate_modedrive
VLApi05_mlspaces_finetune · molmobot
스텝 예산 / 사용12000 / 2492
턴 상한 / 사용60 / 16
비용$0.1195 (VLM 호출 21회)

초기 계획 (읽기 답 → 계획)

읽기 트랙 채점: place_set=1 (방·가구 모두 정답). 즉 기억은 맞았고 실행만 남은 칸입니다.
전략 textlog 는 계획 갱신 수단이 없어 plan_mode=fixed — 끝까지 이 계획 그대로입니다(재작성 0회).

결과

최종 판정실패
GT 물체를 들었나아니오
GT 수용체 위에 놓였나예
에피소드 종료 시 손에 든 것None
첫 navigate 가 GT 적중예
목표 지점까지 남은 거리0.731 m (xy)
종료 사유nav_loop

턴 전수

턴 0 navigate도착  경로 12.022073040943063 m · 514 스텝
에이전트의 이유
According to the plan, the first step is to return the salt shaker (currently on the dining table in the living room) to the countertop in the kitchen. I need to navigate to the dining table in the living room to pick up the salt shaker.
skillnavigate
category / surface / roomNone / None / living room
접지된 object_iddiningtable_c587120d46e86fcffc3997332bbc2427_1_0_7
접지된 receptacle_idNone
현재 방room_4
들고 있는 물체None
정책 프롬프트—
VLM 원문 응답
```json
{"note": null, "reasoning": "According to the plan, the first step is to return the salt shaker (currently on the dining table in the living room) to the countertop in the kitchen. I need to navigate to the dining table in the living room to pick up the salt shaker.", "next": {"skill": "navigate", "category": "salt shaker", "surface": "dining table", "room": "living room"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [    0s–   94s] I picked up remote control #1 from the dresser in the bedroom and placed it on the clothes dryer in the bathroom.\n[context] [   94s–  256s] I tried to move the egg from the countertop in the kitchen to the drawer of the fridge in the kitchen, but the attempt failed.\n[context] [  256s–  387s] I picked up remote control #1 from the clothes dryer in the bathroom and placed it on the dresser in the bedroom.\n[context] [  387s–  491s] I picked up the salt shaker from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [  491s–  572s] I picked up the tissue box from the tv stand in the living room and placed it on the dining table in the living room.\n[context] [  572s–  690s] I picked up remote control #2 from the tv stand in the living room and placed it on the dresser in the bedroom.', 'Object names used in this house:\napple, basketball, bed, book, bottle, bowl, box, bread, cell phone, chair, clothes dryer, countertop, credit card, dining table, dresser, egg, faucet, fridge, garbage bag, garbage can, house plant, kettle, knife, ladle, laptop, mug, newspaper, painting, pan, paper towel roll, pencil, pillow, plunger, remote control, salt shaker, sink, soap bottle, sofa, spatula, spoon, spray bottle, statue, teddy bear, television, tissue box, toilet, toilet paper, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the salt shaker back — it is now on the dining table in the living room; return it to the countertop in the kitchen\n2. [ ] put the tissue box back — it is now on the dining table in the living room; return it to the tv stand in the living room\n3. [ ] put the remote control back — it is now on the dresser in the bedroom; return it to the tv stand in the living room', 'Goal: Pick up the salt shaker and place it in or on where it first was, then pick up the tissue box and place it in or on where it first was, and then pick up the remote control and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 1}
관측 0
관측 1
이동 전
이동(A* 주행)
이동 후
턴 1 pick실패  128 스텝 · 그리퍼 전환 10
에이전트의 이유
I am standing at the dining table in the living room where the salt shaker is located. I need to pick up the salt shaker to begin the plan.
skillpick
category / surface / roomsalt shaker / None / None
접지된 object_idsaltshaker_ae8db92b68885e8a5331b49cf1534319_1_0_6
접지된 receptacle_idNone
현재 방room_7
들고 있는 물체None
정책 프롬프트Pick up the salt shaker
VLM 원문 응답
```json
{"note": null, "reasoning": "I am standing at the dining table in the living room where the salt shaker is located. I need to pick up the salt shaker to begin the plan.", "next": {"skill": "pick", "category": "salt shaker", "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [    0s–   94s] I picked up remote control #1 from the dresser in the bedroom and placed it on the clothes dryer in the bathroom.\n[context] [   94s–  256s] I tried to move the egg from the countertop in the kitchen to the drawer of the fridge in the kitchen, but the attempt failed.\n[context] [  256s–  387s] I picked up remote control #1 from the clothes dryer in the bathroom and placed it on the dresser in the bedroom.\n[context] [  387s–  491s] I picked up the salt shaker from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [  491s–  572s] I picked up the tissue box from the tv stand in the living room and placed it on the dining table in the living room.\n[context] [  572s–  690s] I picked up remote control #2 from the tv stand in the living room and placed it on the dresser in the bedroom.', 'Object names used in this house:\napple, basketball, bed, book, bottle, bowl, box, bread, cell phone, chair, clothes dryer, countertop, credit card, dining table, dresser, egg, faucet, fridge, garbage bag, garbage can, house plant, kettle, knife, ladle, laptop, mug, newspaper, painting, pan, paper towel roll, pencil, pillow, plunger, remote control, salt shaker, sink, soap bottle, sofa, spatula, spoon, spray bottle, statue, teddy bear, television, tissue box, toilet, toilet paper, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the salt shaker back — it is now on the dining table in the living room; return it to the countertop in the kitchen\n2. [ ] put the tissue box back — it is now on the dining table in the living room; return it to the tv stand in the living room\n3. [ ] put the remote control back — it is now on the dresser in the bedroom; return it to the tv stand in the living room', 'Goal: Pick up the salt shaker and place it in or on where it first was, then pick up the tissue box and place it in or on where it first was, and then pick up the remote control and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0
관측 1
정책 실행(exo)
정책 실행(손목)
턴 2 pick실패  128 스텝 · 그리퍼 전환 6
에이전트의 이유
The salt shaker is on the dining table within reach and has not been picked up yet. I will execute pick on the salt shaker.
skillpick
category / surface / roomsalt shaker / None / None
접지된 object_idsaltshaker_ae8db92b68885e8a5331b49cf1534319_1_0_6
접지된 receptacle_idNone
현재 방room_7
들고 있는 물체None
정책 프롬프트Pick up the salt shaker
VLM 원문 응답
```json
{"note": null, "reasoning": "The salt shaker is on the dining table within reach and has not been picked up yet. I will execute pick on the salt shaker.", "next": {"skill": "pick", "category": "salt shaker", "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [    0s–   94s] I picked up remote control #1 from the dresser in the bedroom and placed it on the clothes dryer in the bathroom.\n[context] [   94s–  256s] I tried to move the egg from the countertop in the kitchen to the drawer of the fridge in the kitchen, but the attempt failed.\n[context] [  256s–  387s] I picked up remote control #1 from the clothes dryer in the bathroom and placed it on the dresser in the bedroom.\n[context] [  387s–  491s] I picked up the salt shaker from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [  491s–  572s] I picked up the tissue box from the tv stand in the living room and placed it on the dining table in the living room.\n[context] [  572s–  690s] I picked up remote control #2 from the tv stand in the living room and placed it on the dresser in the bedroom.', 'Object names used in this house:\napple, basketball, bed, book, bottle, bowl, box, bread, cell phone, chair, clothes dryer, countertop, credit card, dining table, dresser, egg, faucet, fridge, garbage bag, garbage can, house plant, kettle, knife, ladle, laptop, mug, newspaper, painting, pan, paper towel roll, pencil, pillow, plunger, remote control, salt shaker, sink, soap bottle, sofa, spatula, spoon, spray bottle, statue, teddy bear, television, tissue box, toilet, toilet paper, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the salt shaker back — it is now on the dining table in the living room; return it to the countertop in the kitchen\n2. [ ] put the tissue box back — it is now on the dining table in the living room; return it to the tv stand in the living room\n3. [ ] put the remote control back — it is now on the dresser in the bedroom; return it to the tv stand in the living room', 'Goal: Pick up the salt shaker and place it in or on where it first was, then pick up the tissue box and place it in or on where it first was, and then pick up the remote control and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0
관측 1
정책 실행(exo)
정책 실행(손목)
턴 3 pick실패  128 스텝 · 그리퍼 전환 10
에이전트의 이유
The pick action on the salt shaker is still in progress; continuing pick until lifted.
skillpick
category / surface / roomsalt shaker / None / None
접지된 object_idsaltshaker_ae8db92b68885e8a5331b49cf1534319_1_0_6
접지된 receptacle_idNone
현재 방room_7
들고 있는 물체None
정책 프롬프트Pick up the salt shaker
VLM 원문 응답
```json
{"note": null, "reasoning": "The pick action on the salt shaker is still in progress; continuing pick until lifted.", "next": {"skill": "pick", "category": "salt shaker", "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [    0s–   94s] I picked up remote control #1 from the dresser in the bedroom and placed it on the clothes dryer in the bathroom.\n[context] [   94s–  256s] I tried to move the egg from the countertop in the kitchen to the drawer of the fridge in the kitchen, but the attempt failed.\n[context] [  256s–  387s] I picked up remote control #1 from the clothes dryer in the bathroom and placed it on the dresser in the bedroom.\n[context] [  387s–  491s] I picked up the salt shaker from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [  491s–  572s] I picked up the tissue box from the tv stand in the living room and placed it on the dining table in the living room.\n[context] [  572s–  690s] I picked up remote control #2 from the tv stand in the living room and placed it on the dresser in the bedroom.', 'Object names used in this house:\napple, basketball, bed, book, bottle, bowl, box, bread, cell phone, chair, clothes dryer, countertop, credit card, dining table, dresser, egg, faucet, fridge, garbage bag, garbage can, house plant, kettle, knife, ladle, laptop, mug, newspaper, painting, pan, paper towel roll, pencil, pillow, plunger, remote control, salt shaker, sink, soap bottle, sofa, spatula, spoon, spray bottle, statue, teddy bear, television, tissue box, toilet, toilet paper, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the salt shaker back — it is now on the dining table in the living room; return it to the countertop in the kitchen\n2. [ ] put the tissue box back — it is now on the dining table in the living room; return it to the tv stand in the living room\n3. [ ] put the remote control back — it is now on the dresser in the bedroom; return it to the tv stand in the living room', 'Goal: Pick up the salt shaker and place it in or on where it first was, then pick up the tissue box and place it in or on where it first was, and then pick up the remote control and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0
관측 1
정책 실행(exo)
정책 실행(손목)
턴 4 pick실패  128 스텝 · 그리퍼 전환 15
에이전트의 이유
The gripper is positioned near the salt shaker but hasn't completed grasping and lifting it yet. I will continue the pick action.
skillpick
category / surface / roomsalt shaker / None / None
접지된 object_idsaltshaker_ae8db92b68885e8a5331b49cf1534319_1_0_6
접지된 receptacle_idNone
현재 방room_7
들고 있는 물체None
정책 프롬프트Pick up the salt shaker
VLM 원문 응답
```json
{"note": null, "reasoning": "The gripper is positioned near the salt shaker but hasn't completed grasping and lifting it yet. I will continue the pick action.", "next": {"skill": "pick", "category": "salt shaker", "surface": null, "room": null}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [    0s–   94s] I picked up remote control #1 from the dresser in the bedroom and placed it on the clothes dryer in the bathroom.\n[context] [   94s–  256s] I tried to move the egg from the countertop in the kitchen to the drawer of the fridge in the kitchen, but the attempt failed.\n[context] [  256s–  387s] I picked up remote control #1 from the clothes dryer in the bathroom and placed it on the dresser in the bedroom.\n[context] [  387s–  491s] I picked up the salt shaker from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [  491s–  572s] I picked up the tissue box from the tv stand in the living room and placed it on the dining table in the living room.\n[context] [  572s–  690s] I picked up remote control #2 from the tv stand in the living room and placed it on the dresser in the bedroom.', 'Object names used in this house:\napple, basketball, bed, book, bottle, bowl, box, bread, cell phone, chair, clothes dryer, countertop, credit card, dining table, dresser, egg, faucet, fridge, garbage bag, garbage can, house plant, kettle, knife, ladle, laptop, mug, newspaper, painting, pan, paper towel roll, pencil, pillow, plunger, remote control, salt shaker, sink, soap bottle, sofa, spatula, spoon, spray bottle, statue, teddy bear, television, tissue box, toilet, toilet paper, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the salt shaker back — it is now on the dining table in the living room; return it to the countertop in the kitchen\n2. [ ] put the tissue box back — it is now on the dining table in the living room; return it to the tv stand in the living room\n3. [ ] put the remote control back — it is now on the dresser in the bedroom; return it to the tv stand in the living room', 'Goal: Pick up the salt shaker and place it in or on where it first was, then pick up the tissue box and place it in or on where it first was, and then pick up the remote control and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0
관측 1
정책 실행(exo)
정책 실행(손목)
턴 5 navigate도착  경로 4.82021951597391 m · 262 스텝
에이전트의 이유
The salt shaker has been picked up and is held in the gripper. I will navigate to the kitchen countertop to place it there.
skillnavigate
category / surface / roomNone / None / kitchen
접지된 object_idcountertop_872e879ab9901259aa392532ca183b2d_1_0_6
접지된 receptacle_idNone
현재 방room_7
들고 있는 물체None
정책 프롬프트—
VLM 원문 응답
```json
{"note": null, "reasoning": "The salt shaker has been picked up and is held in the gripper. I will navigate to the kitchen countertop to place it there.", "next": {"skill": "navigate", "category": "salt shaker", "surface": "countertop", "room": "kitchen"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [    0s–   94s] I picked up remote control #1 from the dresser in the bedroom and placed it on the clothes dryer in the bathroom.\n[context] [   94s–  256s] I tried to move the egg from the countertop in the kitchen to the drawer of the fridge in the kitchen, but the attempt failed.\n[context] [  256s–  387s] I picked up remote control #1 from the clothes dryer in the bathroom and placed it on the dresser in the bedroom.\n[context] [  387s–  491s] I picked up the salt shaker from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [  491s–  572s] I picked up the tissue box from the tv stand in the living room and placed it on the dining table in the living room.\n[context] [  572s–  690s] I picked up remote control #2 from the tv stand in the living room and placed it on the dresser in the bedroom.', 'Object names used in this house:\napple, basketball, bed, book, bottle, bowl, box, bread, cell phone, chair, clothes dryer, countertop, credit card, dining table, dresser, egg, faucet, fridge, garbage bag, garbage can, house plant, kettle, knife, ladle, laptop, mug, newspaper, painting, pan, paper towel roll, pencil, pillow, plunger, remote control, salt shaker, sink, soap bottle, sofa, spatula, spoon, spray bottle, statue, teddy bear, television, tissue box, toilet, toilet paper, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the salt shaker back — it is now on the dining table in the living room; return it to the countertop in the kitchen\n2. [ ] put the tissue box back — it is now on the dining table in the living room; return it to the tv stand in the living room\n3. [ ] put the remote control back — it is now on the dresser in the bedroom; return it to the tv stand in the living room', 'Goal: Pick up the salt shaker and place it in or on where it first was, then pick up the tissue box and place it in or on where it first was, and then pick up the remote control and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0
관측 1
이동 전
이동(A* 주행)
이동 후
턴 6 navigate도착  경로 4.778834557493031 m · 228 스텝
에이전트의 이유
I navigated to the kitchen countertop without holding the salt shaker. I need to return to the dining table in the living room to pick up the salt shaker.
skillnavigate
category / surface / roomNone / None / living room
접지된 object_iddiningtable_c587120d46e86fcffc3997332bbc2427_1_0_7
접지된 receptacle_idNone
현재 방room_6
들고 있는 물체None
정책 프롬프트—
VLM 원문 응답
```json
{"note": null, "reasoning": "I navigated to the kitchen countertop without holding the salt shaker. I need to return to the dining table in the living room to pick up the salt shaker.", "next": {"skill": "navigate", "category": "salt shaker", "surface": "dining table", "room": "living room"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [    0s–   94s] I picked up remote control #1 from the dresser in the bedroom and placed it on the clothes dryer in the bathroom.\n[context] [   94s–  256s] I tried to move the egg from the countertop in the kitchen to the drawer of the fridge in the kitchen, but the attempt failed.\n[context] [  256s–  387s] I picked up remote control #1 from the clothes dryer in the bathroom and placed it on the dresser in the bedroom.\n[context] [  387s–  491s] I picked up the salt shaker from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [  491s–  572s] I picked up the tissue box from the tv stand in the living room and placed it on the dining table in the living room.\n[context] [  572s–  690s] I picked up remote control #2 from the tv stand in the living room and placed it on the dresser in the bedroom.', 'Object names used in this house:\napple, basketball, bed, book, bottle, bowl, box, bread, cell phone, chair, clothes dryer, countertop, credit card, dining table, dresser, egg, faucet, fridge, garbage bag, garbage can, house plant, kettle, knife, ladle, laptop, mug, newspaper, painting, pan, paper towel roll, pencil, pillow, plunger, remote control, salt shaker, sink, soap bottle, sofa, spatula, spoon, spray bottle, statue, teddy bear, television, tissue box, toilet, toilet paper, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the salt shaker back — it is now on the dining table in the living room; return it to the countertop in the kitchen\n2. [ ] put the tissue box back — it is now on the dining table in the living room; return it to the tv stand in the living room\n3. [ ] put the remote control back — it is now on the dresser in the bedroom; return it to the tv stand in the living room', 'Goal: Pick up the salt shaker and place it in or on where it first was, then pick up the tissue box and place it in or on where it first was, and then pick up the remote control and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0
관측 1
이동 전
이동(A* 주행)
이동 후
턴 7 pick성공  91 스텝 · 그리퍼 전환 2
에이전트의 이유
I have navigated to the dining table in the living room where the salt shaker is located. Now I will pick up the salt shaker.
skillpick
category / surface / roomsalt shaker / None / None
접지된 object_idsaltshaker_ae8db92b68885e8a5331b49cf1534319_1_0_6
접지된 receptacle_idNone
현재 방room_7
들고 있는 물체saltshaker_ae8db92b68885e8a5331b49cf1534319_1_0_6
정책 프롬프트Pick up the salt shaker
VLM 원문 응답
```json
{"note": null, "reasoning": "I have navigated to the dining table in the living room where the salt shaker is located. Now I will pick up the salt shaker.", "next": {"skill": "pick", "category": "salt shaker", "surface": "dining table", "room": "living room"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [    0s–   94s] I picked up remote control #1 from the dresser in the bedroom and placed it on the clothes dryer in the bathroom.\n[context] [   94s–  256s] I tried to move the egg from the countertop in the kitchen to the drawer of the fridge in the kitchen, but the attempt failed.\n[context] [  256s–  387s] I picked up remote control #1 from the clothes dryer in the bathroom and placed it on the dresser in the bedroom.\n[context] [  387s–  491s] I picked up the salt shaker from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [  491s–  572s] I picked up the tissue box from the tv stand in the living room and placed it on the dining table in the living room.\n[context] [  572s–  690s] I picked up remote control #2 from the tv stand in the living room and placed it on the dresser in the bedroom.', 'Object names used in this house:\napple, basketball, bed, book, bottle, bowl, box, bread, cell phone, chair, clothes dryer, countertop, credit card, dining table, dresser, egg, faucet, fridge, garbage bag, garbage can, house plant, kettle, knife, ladle, laptop, mug, newspaper, painting, pan, paper towel roll, pencil, pillow, plunger, remote control, salt shaker, sink, soap bottle, sofa, spatula, spoon, spray bottle, statue, teddy bear, television, tissue box, toilet, toilet paper, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the salt shaker back — it is now on the dining table in the living room; return it to the countertop in the kitchen\n2. [ ] put the tissue box back — it is now on the dining table in the living room; return it to the tv stand in the living room\n3. [ ] put the remote control back — it is now on the dresser in the bedroom; return it to the tv stand in the living room', 'Goal: Pick up the salt shaker and place it in or on where it first was, then pick up the tissue box and place it in or on where it first was, and then pick up the remote control and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0
관측 1
정책 실행(exo)
정책 실행(손목)
턴 8 navigate도착  경로 5.44555431779906 m · 258 스텝
에이전트의 이유
The salt shaker has been successfully picked up and is held in the gripper. I will now navigate to the countertop in the kitchen to return it to its original location.
든 채 중립 자세로 이동(하네스 · EEF 목표 → IK → 액션) — 물체가 같이 옴 · 그리퍼 기준 미끄러짐 0.0128 m · 접촉 True · 31 스텝
skillnavigate
category / surface / roomNone / None / kitchen
접지된 object_idcountertop_872e879ab9901259aa392532ca183b2d_1_0_6
접지된 receptacle_idNone
현재 방room_7
들고 있는 물체None
정책 프롬프트—
VLM 원문 응답
```json
{"note": null, "reasoning": "The salt shaker has been successfully picked up and is held in the gripper. I will now navigate to the countertop in the kitchen to return it to its original location.", "next": {"skill": "navigate", "category": "salt shaker", "surface": "countertop", "room": "kitchen"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [    0s–   94s] I picked up remote control #1 from the dresser in the bedroom and placed it on the clothes dryer in the bathroom.\n[context] [   94s–  256s] I tried to move the egg from the countertop in the kitchen to the drawer of the fridge in the kitchen, but the attempt failed.\n[context] [  256s–  387s] I picked up remote control #1 from the clothes dryer in the bathroom and placed it on the dresser in the bedroom.\n[context] [  387s–  491s] I picked up the salt shaker from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [  491s–  572s] I picked up the tissue box from the tv stand in the living room and placed it on the dining table in the living room.\n[context] [  572s–  690s] I picked up remote control #2 from the tv stand in the living room and placed it on the dresser in the bedroom.', 'Object names used in this house:\napple, basketball, bed, book, bottle, bowl, box, bread, cell phone, chair, clothes dryer, countertop, credit card, dining table, dresser, egg, faucet, fridge, garbage bag, garbage can, house plant, kettle, knife, ladle, laptop, mug, newspaper, painting, pan, paper towel roll, pencil, pillow, plunger, remote control, salt shaker, sink, soap bottle, sofa, spatula, spoon, spray bottle, statue, teddy bear, television, tissue box, toilet, toilet paper, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the salt shaker back — it is now on the dining table in the living room; return it to the countertop in the kitchen\n2. [ ] put the tissue box back — it is now on the dining table in the living room; return it to the tv stand in the living room\n3. [ ] put the remote control back — it is now on the dresser in the bedroom; return it to the tv stand in the living room', 'Goal: Pick up the salt shaker and place it in or on where it first was, then pick up the tissue box and place it in or on where it first was, and then pick up the remote control and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0
관측 1
이동 전
이동(A* 주행)
이동 후
턴 9 pick_and_place성공  128 스텝 · 그리퍼 전환 1
에이전트의 이유
I have navigated to the kitchen countertop while holding the salt shaker. Now I will place it on the countertop.
skillpick_and_place
category / surface / roomsalt shaker / None / None
접지된 object_idsaltshaker_ae8db92b68885e8a5331b49cf1534319_1_0_6
접지된 receptacle_idcountertop_872e879ab9901259aa392532ca183b2d_1_0_6
현재 방room_6
들고 있는 물체None
정책 프롬프트Place the salt shaker on the countertop.
preplace{"steps": 14, "settle_steps": 1, "ik_max_dq": 0.6434322216921861, "rejected": [], "final_l2": 0.04997060999356186, "z": 1.0883868, "preplace": true, "xy": [0.6174262504612761, 5.668286562347513], "top_z": 0.9383868000000001, "dist_m": 0.322, "surface_verified": true, "n_surface_points": 10, "tried_before": []}
VLM 원문 응답
```json
{
  "note": null,
  "reasoning": "I have navigated to the kitchen countertop while holding the salt shaker. Now I will place it on the countertop.",
  "next": {
    "skill": "pick_and_place",
    "category": "salt shaker",
    "surface": "countertop",
    "room": null
  }
}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [    0s–   94s] I picked up remote control #1 from the dresser in the bedroom and placed it on the clothes dryer in the bathroom.\n[context] [   94s–  256s] I tried to move the egg from the countertop in the kitchen to the drawer of the fridge in the kitchen, but the attempt failed.\n[context] [  256s–  387s] I picked up remote control #1 from the clothes dryer in the bathroom and placed it on the dresser in the bedroom.\n[context] [  387s–  491s] I picked up the salt shaker from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [  491s–  572s] I picked up the tissue box from the tv stand in the living room and placed it on the dining table in the living room.\n[context] [  572s–  690s] I picked up remote control #2 from the tv stand in the living room and placed it on the dresser in the bedroom.', 'Object names used in this house:\napple, basketball, bed, book, bottle, bowl, box, bread, cell phone, chair, clothes dryer, countertop, credit card, dining table, dresser, egg, faucet, fridge, garbage bag, garbage can, house plant, kettle, knife, ladle, laptop, mug, newspaper, painting, pan, paper towel roll, pencil, pillow, plunger, remote control, salt shaker, sink, soap bottle, sofa, spatula, spoon, spray bottle, statue, teddy bear, television, tissue box, toilet, toilet paper, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the salt shaker back — it is now on the dining table in the living room; return it to the countertop in the kitchen\n2. [ ] put the tissue box back — it is now on the dining table in the living room; return it to the tv stand in the living room\n3. [ ] put the remote control back — it is now on the dresser in the bedroom; return it to the tv stand in the living room', 'Goal: Pick up the salt shaker and place it in or on where it first was, then pick up the tissue box and place it in or on where it first was, and then pick up the remote control and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
preplace 직전
정책에 넘긴 시작 자세
관측 0
관측 1
정책 실행(exo)
정책 실행(손목)
preplace 접근(하네스)
place 후 후퇴(하네스 · +0.12 m)
턴 10 navigate도착  경로 5.437409406873549 m · 237 스텝
에이전트의 이유
The salt shaker has been placed on the kitchen countertop, completing the first step. Next, navigate to the dining table in the living room to pick up the tissue box.
skillnavigate
category / surface / roomNone / None / living room
접지된 object_iddiningtable_c587120d46e86fcffc3997332bbc2427_1_0_7
접지된 receptacle_idNone
현재 방room_6
들고 있는 물체None
정책 프롬프트—
VLM 원문 응답
```json
{"note": null, "reasoning": "The salt shaker has been placed on the kitchen countertop, completing the first step. Next, navigate to the dining table in the living room to pick up the tissue box.", "next": {"skill": "navigate", "category": "tissue box", "surface": "dining table", "room": "living room"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [    0s–   94s] I picked up remote control #1 from the dresser in the bedroom and placed it on the clothes dryer in the bathroom.\n[context] [   94s–  256s] I tried to move the egg from the countertop in the kitchen to the drawer of the fridge in the kitchen, but the attempt failed.\n[context] [  256s–  387s] I picked up remote control #1 from the clothes dryer in the bathroom and placed it on the dresser in the bedroom.\n[context] [  387s–  491s] I picked up the salt shaker from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [  491s–  572s] I picked up the tissue box from the tv stand in the living room and placed it on the dining table in the living room.\n[context] [  572s–  690s] I picked up remote control #2 from the tv stand in the living room and placed it on the dresser in the bedroom.', 'Object names used in this house:\napple, basketball, bed, book, bottle, bowl, box, bread, cell phone, chair, clothes dryer, countertop, credit card, dining table, dresser, egg, faucet, fridge, garbage bag, garbage can, house plant, kettle, knife, ladle, laptop, mug, newspaper, painting, pan, paper towel roll, pencil, pillow, plunger, remote control, salt shaker, sink, soap bottle, sofa, spatula, spoon, spray bottle, statue, teddy bear, television, tissue box, toilet, toilet paper, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the salt shaker back — it is now on the dining table in the living room; return it to the countertop in the kitchen\n2. [ ] put the tissue box back — it is now on the dining table in the living room; return it to the tv stand in the living room\n3. [ ] put the remote control back — it is now on the dresser in the bedroom; return it to the tv stand in the living room', 'Goal: Pick up the salt shaker and place it in or on where it first was, then pick up the tissue box and place it in or on where it first was, and then pick up the remote control and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0
관측 1
이동 전
이동(A* 주행)
이동 후
턴 11 navigate도착  경로 0.07500826045101548 m · 70 스텝
에이전트의 이유
The salt shaker is not within reach. I need to navigate to the dining table in the living room to find and reach the salt shaker.
하네스가 되물음(재질의)
there is no salt shaker within reach — navigate first
skillnavigate
category / surface / roomNone / None / living room
접지된 object_iddiningtable_c587120d46e86fcffc3997332bbc2427_1_0_7
접지된 receptacle_idNone
현재 방room_7
들고 있는 물체None
정책 프롬프트—
VLM 원문 응답
```json
{
  "note": null,
  "reasoning": "The salt shaker is not within reach. I need to navigate to the dining table in the living room to find and reach the salt shaker.",
  "next": {
    "skill": "navigate",
    "category": "salt shaker",
    "surface": "dining table",
    "room": "living room"
  }
}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [    0s–   94s] I picked up remote control #1 from the dresser in the bedroom and placed it on the clothes dryer in the bathroom.\n[context] [   94s–  256s] I tried to move the egg from the countertop in the kitchen to the drawer of the fridge in the kitchen, but the attempt failed.\n[context] [  256s–  387s] I picked up remote control #1 from the clothes dryer in the bathroom and placed it on the dresser in the bedroom.\n[context] [  387s–  491s] I picked up the salt shaker from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [  491s–  572s] I picked up the tissue box from the tv stand in the living room and placed it on the dining table in the living room.\n[context] [  572s–  690s] I picked up remote control #2 from the tv stand in the living room and placed it on the dresser in the bedroom.', 'Object names used in this house:\napple, basketball, bed, book, bottle, bowl, box, bread, cell phone, chair, clothes dryer, countertop, credit card, dining table, dresser, egg, faucet, fridge, garbage bag, garbage can, house plant, kettle, knife, ladle, laptop, mug, newspaper, painting, pan, paper towel roll, pencil, pillow, plunger, remote control, salt shaker, sink, soap bottle, sofa, spatula, spoon, spray bottle, statue, teddy bear, television, tissue box, toilet, toilet paper, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the salt shaker back — it is now on the dining table in the living room; return it to the countertop in the kitchen\n2. [ ] put the tissue box back — it is now on the dining table in the living room; return it to the tv stand in the living room\n3. [ ] put the remote control back — it is now on the dresser in the bedroom; return it to the tv stand in the living room', 'Goal: Pick up the salt shaker and place it in or on where it first was, then pick up the tissue box and place it in or on where it first was, and then pick up the remote control and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0
관측 1
이동 전
이동(A* 주행)
이동 후
턴 12 navigate도착  경로 0.11012570556525751 m · 30 스텝
에이전트의 이유
The salt shaker is not within reach, so I need to navigate to the dining table next to the salt shaker.
하네스가 되물음(재질의)
there is no salt shaker within reach — navigate first
skillnavigate
category / surface / roomNone / None / living room
접지된 object_iddiningtable_c587120d46e86fcffc3997332bbc2427_1_0_7
접지된 receptacle_idNone
현재 방room_7
들고 있는 물체None
정책 프롬프트—
VLM 원문 응답
```json
{"note": null, "reasoning": "The salt shaker is not within reach, so I need to navigate to the dining table next to the salt shaker.", "next": {"skill": "navigate", "category": "salt shaker", "surface": "dining table", "room": "living room"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [    0s–   94s] I picked up remote control #1 from the dresser in the bedroom and placed it on the clothes dryer in the bathroom.\n[context] [   94s–  256s] I tried to move the egg from the countertop in the kitchen to the drawer of the fridge in the kitchen, but the attempt failed.\n[context] [  256s–  387s] I picked up remote control #1 from the clothes dryer in the bathroom and placed it on the dresser in the bedroom.\n[context] [  387s–  491s] I picked up the salt shaker from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [  491s–  572s] I picked up the tissue box from the tv stand in the living room and placed it on the dining table in the living room.\n[context] [  572s–  690s] I picked up remote control #2 from the tv stand in the living room and placed it on the dresser in the bedroom.', 'Object names used in this house:\napple, basketball, bed, book, bottle, bowl, box, bread, cell phone, chair, clothes dryer, countertop, credit card, dining table, dresser, egg, faucet, fridge, garbage bag, garbage can, house plant, kettle, knife, ladle, laptop, mug, newspaper, painting, pan, paper towel roll, pencil, pillow, plunger, remote control, salt shaker, sink, soap bottle, sofa, spatula, spoon, spray bottle, statue, teddy bear, television, tissue box, toilet, toilet paper, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the salt shaker back — it is now on the dining table in the living room; return it to the countertop in the kitchen\n2. [ ] put the tissue box back — it is now on the dining table in the living room; return it to the tv stand in the living room\n3. [ ] put the remote control back — it is now on the dresser in the bedroom; return it to the tv stand in the living room', 'Goal: Pick up the salt shaker and place it in or on where it first was, then pick up the tissue box and place it in or on where it first was, and then pick up the remote control and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0
관측 1
이동 전
이동(A* 주행)
이동 후
턴 13 navigate도착  경로 0.2746721902699637 m · 55 스텝
에이전트의 이유
Navigate to the salt shaker on the dining table in the living room so it is within reach to pick.
하네스가 되물음(재질의)
there is no salt shaker within reach — navigate first
skillnavigate
category / surface / roomNone / None / living room
접지된 object_iddiningtable_c587120d46e86fcffc3997332bbc2427_1_0_7
접지된 receptacle_idNone
현재 방room_7
들고 있는 물체None
정책 프롬프트—
VLM 원문 응답
```json
{"note": null, "reasoning": "Navigate to the salt shaker on the dining table in the living room so it is within reach to pick.", "next": {"skill": "navigate", "category": "salt shaker", "surface": "dining table", "room": "living room"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [    0s–   94s] I picked up remote control #1 from the dresser in the bedroom and placed it on the clothes dryer in the bathroom.\n[context] [   94s–  256s] I tried to move the egg from the countertop in the kitchen to the drawer of the fridge in the kitchen, but the attempt failed.\n[context] [  256s–  387s] I picked up remote control #1 from the clothes dryer in the bathroom and placed it on the dresser in the bedroom.\n[context] [  387s–  491s] I picked up the salt shaker from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [  491s–  572s] I picked up the tissue box from the tv stand in the living room and placed it on the dining table in the living room.\n[context] [  572s–  690s] I picked up remote control #2 from the tv stand in the living room and placed it on the dresser in the bedroom.', 'Object names used in this house:\napple, basketball, bed, book, bottle, bowl, box, bread, cell phone, chair, clothes dryer, countertop, credit card, dining table, dresser, egg, faucet, fridge, garbage bag, garbage can, house plant, kettle, knife, ladle, laptop, mug, newspaper, painting, pan, paper towel roll, pencil, pillow, plunger, remote control, salt shaker, sink, soap bottle, sofa, spatula, spoon, spray bottle, statue, teddy bear, television, tissue box, toilet, toilet paper, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the salt shaker back — it is now on the dining table in the living room; return it to the countertop in the kitchen\n2. [ ] put the tissue box back — it is now on the dining table in the living room; return it to the tv stand in the living room\n3. [ ] put the remote control back — it is now on the dresser in the bedroom; return it to the tv stand in the living room', 'Goal: Pick up the salt shaker and place it in or on where it first was, then pick up the tissue box and place it in or on where it first was, and then pick up the remote control and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0
관측 1
이동 전
이동(A* 주행)
이동 후
턴 14 navigate도착  경로 0.11001211532815347 m · 30 스텝
에이전트의 이유
The salt shaker is not within reach, so I need to navigate to the dining table in the living room next to the salt shaker.
하네스가 되물음(재질의)
there is no salt shaker within reach — navigate first
skillnavigate
category / surface / roomNone / None / living room
접지된 object_iddiningtable_c587120d46e86fcffc3997332bbc2427_1_0_7
접지된 receptacle_idNone
현재 방room_7
들고 있는 물체None
정책 프롬프트—
VLM 원문 응답
```json
{"note": null, "reasoning": "The salt shaker is not within reach, so I need to navigate to the dining table in the living room next to the salt shaker.", "next": {"skill": "navigate", "category": "salt shaker", "surface": "dining table", "room": "living room"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [    0s–   94s] I picked up remote control #1 from the dresser in the bedroom and placed it on the clothes dryer in the bathroom.\n[context] [   94s–  256s] I tried to move the egg from the countertop in the kitchen to the drawer of the fridge in the kitchen, but the attempt failed.\n[context] [  256s–  387s] I picked up remote control #1 from the clothes dryer in the bathroom and placed it on the dresser in the bedroom.\n[context] [  387s–  491s] I picked up the salt shaker from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [  491s–  572s] I picked up the tissue box from the tv stand in the living room and placed it on the dining table in the living room.\n[context] [  572s–  690s] I picked up remote control #2 from the tv stand in the living room and placed it on the dresser in the bedroom.', 'Object names used in this house:\napple, basketball, bed, book, bottle, bowl, box, bread, cell phone, chair, clothes dryer, countertop, credit card, dining table, dresser, egg, faucet, fridge, garbage bag, garbage can, house plant, kettle, knife, ladle, laptop, mug, newspaper, painting, pan, paper towel roll, pencil, pillow, plunger, remote control, salt shaker, sink, soap bottle, sofa, spatula, spoon, spray bottle, statue, teddy bear, television, tissue box, toilet, toilet paper, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the salt shaker back — it is now on the dining table in the living room; return it to the countertop in the kitchen\n2. [ ] put the tissue box back — it is now on the dining table in the living room; return it to the tv stand in the living room\n3. [ ] put the remote control back — it is now on the dresser in the bedroom; return it to the tv stand in the living room', 'Goal: Pick up the salt shaker and place it in or on where it first was, then pick up the tissue box and place it in or on where it first was, and then pick up the remote control and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
관측 0
관측 1
이동 전
이동(A* 주행)
이동 후
턴 15 navigate도착  경로 0.11928174058495594 m · 77 스텝
에이전트의 이유
The salt shaker is not within reach. I need to navigate closer to the salt shaker on the dining table in the living room.
하네스가 되물음(재질의)
there is no salt shaker within reach — navigate first
skillnavigate
category / surface / roomNone / None / living room
접지된 object_iddiningtable_c587120d46e86fcffc3997332bbc2427_1_0_7
접지된 receptacle_idNone
현재 방room_7
들고 있는 물체None
정책 프롬프트—
VLM 원문 응답
```json
{"note": null, "reasoning": "The salt shaker is not within reach. I need to navigate closer to the salt shaker on the dining table in the living room.", "next": {"skill": "navigate", "category": "salt shaker", "surface": "dining table", "room": "living room"}}
```
이 턴에 VLM 이 받은 프롬프트 전문
{'texts': ['Frames captured while your previous subgoal was executing:', 'Your current view:', 'Your notes so far:\nHere are my running notes from the episode, written by me while acting (subgoal by subgoal):\n\n[context] [    0s–   94s] I picked up remote control #1 from the dresser in the bedroom and placed it on the clothes dryer in the bathroom.\n[context] [   94s–  256s] I tried to move the egg from the countertop in the kitchen to the drawer of the fridge in the kitchen, but the attempt failed.\n[context] [  256s–  387s] I picked up remote control #1 from the clothes dryer in the bathroom and placed it on the dresser in the bedroom.\n[context] [  387s–  491s] I picked up the salt shaker from the countertop in the kitchen and placed it on the dining table in the living room.\n[context] [  491s–  572s] I picked up the tissue box from the tv stand in the living room and placed it on the dining table in the living room.\n[context] [  572s–  690s] I picked up remote control #2 from the tv stand in the living room and placed it on the dresser in the bedroom.', 'Object names used in this house:\napple, basketball, bed, book, bottle, bowl, box, bread, cell phone, chair, clothes dryer, countertop, credit card, dining table, dresser, egg, faucet, fridge, garbage bag, garbage can, house plant, kettle, knife, ladle, laptop, mug, newspaper, painting, pan, paper towel roll, pencil, pillow, plunger, remote control, salt shaker, sink, soap bottle, sofa, spatula, spoon, spray bottle, statue, teddy bear, television, tissue box, toilet, toilet paper, tomato, tv stand, vase, watch', 'Room names used in this house:\nbedroom, bathroom, kitchen, living room', 'Your plan:\n1. [ ] put the salt shaker back — it is now on the dining table in the living room; return it to the countertop in the kitchen\n2. [ ] put the tissue box back — it is now on the dining table in the living room; return it to the tv stand in the living room\n3. [ ] put the remote control back — it is now on the dresser in the bedroom; return it to the tv stand in the living room', 'Goal: Pick up the salt shaker and place it in or on where it first was, then pick up the tissue box and place it in or on where it first was, and then pick up the remote control and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
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관측 1
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이동(A* 주행)
이동 후

에이전트가 턴마다 본 것(모아보기)

턴별 관측 프레임 (1 fps)