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multi restore 2277__2 · 가드 B 켬 — 턴 전수

2026-09-17 · job 134359 · 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 켬(--lifted-guard) · own QOS 잡 134359

결과: fail(abort) · 10턴 · VLM 12회 $0.066 · 1,878/12,000 스텝 · 놓은 물체 0/3

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 / 1878
턴 상한 / 사용60 / 10
비용$0.0658 (VLM 호출 12회)

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 놓였나아니오
에피소드 종료 시 손에 든 것None
첫 navigate 가 GT 적중예
목표 지점까지 남은 거리1.963 m (xy)
종료 사유abort

턴 전수

턴 0 navigate도착  경로 11.923036609131634 m · 476 스텝
에이전트의 이유
We need to first return the salt shaker to the countertop in the kitchen. It is currently on the dining table in the living room.
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": "We need to first return the salt shaker to the countertop in the kitchen. It is currently 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': ['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 6
에이전트의 이유
I have navigated to the dining table in the living room where the salt shaker is located. I will now 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 물체None
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. I will now pick up 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 2 navigate도착  경로 4.742226166130778 m · 206 스텝
에이전트의 이유
The salt shaker is securely in the gripper. I will now navigate to the countertop in the kitchen to place it back where it originally was.
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 is securely in the gripper. I will now navigate to the countertop in the kitchen to place it back where it originally was.", "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 3 navigate도착  경로 4.862853431082905 m · 215 스텝
에이전트의 이유
I need to navigate to the dining table in the living room to pick up 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_6
들고 있는 물체None
정책 프롬프트—
VLM 원문 응답
```json
{"note": null, "reasoning": "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': ['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 4 pick실패  128 스텝 · 그리퍼 전환 7
에이전트의 이유
We are in front of the dining table where the salt shaker is located. 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 물체None
정책 프롬프트Pick up the salt shaker
VLM 원문 응답
```json
{"note": null, "reasoning": "We are in front of the dining table where the salt shaker is located. 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 5 navigate도착  경로 4.366542272852137 m · 171 스텝
에이전트의 이유
I have successfully picked up the tissue box. I will navigate to the tv stand in the living room to return it to where it was originally.
skillnavigate
category / surface / roomNone / None / living room
접지된 object_idstand_2d38058a5113e5e3b537441d68682195_1_0_7
접지된 receptacle_idNone
현재 방room_7
들고 있는 물체None
정책 프롬프트—
VLM 원문 응답
```json
{"note": null, "reasoning": "I have successfully picked up the tissue box. I will navigate to the tv stand in the living room to return it to where it was originally.", "next": {"skill": "navigate", "category": "tissue box", "surface": "tv stand", "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 6 navigate도착  경로 4.36480263722628 m · 183 스텝
에이전트의 이유
The goal requires returning the salt shaker first (which is on the dining table in the living room) back to the kitchen countertop. I will 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_7
들고 있는 물체None
정책 프롬프트—
VLM 원문 응답
```json
{"note": null, "reasoning": "The goal requires returning the salt shaker first (which is on the dining table in the living room) back to the kitchen countertop. I will 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': ['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  120 스텝 · 그리퍼 전환 9
에이전트의 이유
I have navigated to the dining table in the living room where the salt shaker is located. I will now 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. I will now pick up 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 8 navigate도착  경로 4.870150027063334 m · 251 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 place it back where it was originally.
든 채 중립 자세로 이동(하네스 · EEF 목표 → IK → 액션) — 물체를 놓침 · 그리퍼 기준 미끄러짐 0.4115 m · 접촉 False · 70 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 place it back where it was originally.", "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 abortabort
에이전트의 이유
unified turn invalid twice: there is no salt shaker within reach — navigate first
하네스가 되물음(재질의)
there is no salt_shaker within reach — navigate first
there is no salt shaker within reach — navigate first
skillabort
category / surface / roomNone / None / None
접지된 object_idNone
접지된 receptacle_idNone
현재 방room_6
들고 있는 물체None
정책 프롬프트—
VLM 원문 응답
```json
{"note": null, "reasoning": "I have navigated to the kitchen countertop while holding the salt shaker. Now I need to place it on the countertop using the exact object name.", "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}
관측 0
관측 1

에이전트가 턴마다 본 것(모아보기)

턴별 관측 프레임 (1 fps)