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)
턴 2~5 소금통 pick 4회 연속 실패(전환 10·6·10·15), 턴 6 VLM 이 빈손인데 "집었다"고 오판해 조리대로 갔다가 턴 7 스스로 알아채고 복귀("navigated … without holding").
턴 8 pick 성공(5회차, 전환 2 — 깨끗한 grasp) → 턴 9 든 채 navigate carry OK(slip 1.3 cm, 앵커 given) → 턴 10 place 1회차 성공(preplace 점 원래 자리에서 0.32 m, 128스텝, 전환 1) → post-place 후퇴 12 cm 정상(8스텝).
턴 11 "소금통은 놓았으니 1단계 완료, 티슈 박스를 집으러 식탁으로" — 놓은 직후엔 재질의 없이 다음 물체로 넘어감(가드 OFF 에서 보려던 동작).
턴 12~16 식탁 도착 후엔 다시 "소금통을 집겠다"(고정 노트엔 소금통이 식탁 위, 계획 체크박스도 [ ] 그대로) → 도달 검사 "no salt shaker within reach" → 식탁으로 navigate… ×6 → 루프 가드 종료. salt_v5 와 같은 textlog 과제 재시작.
가드 B 는 ON 이었어도 발동하지 않았을 구간(place 성공 시 lifted_gt 에서 제거). 두 런의 차이는 가드가 아니라 grasp 품질(재현 불가 변동).
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
읽기 트랙 채점: place_set=1 (방·가구 모두 정답). 즉 기억은 맞았고 실행만 남은 칸입니다.
put the salt shaker back — it is now on the dining table in the living room; return it to the countertop in the kitchen
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
put the remote control back — it is now on the dresser in the bedroom; return it to the tv stand in the living room
전략 textlog 는 계획 갱신 수단이 없어 plan_mode=fixed — 끝까지 이 계획 그대로입니다(재작성 0회).
결과
최종 판정
실패
GT 물체를 들었나
아니오
GT 수용체 위에 놓였나
예
에피소드 종료 시 손에 든 것
None
첫 navigate 가 GT 적중
예
목표 지점까지 남은 거리
0.731 m (xy)
종료 사유
nav_loop
턴 전수
턴 0navigate도착 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.
```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 0관측 1이동 전이동(A* 주행)이동 후
턴 1pick실패 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.
skill
pick
category / surface / room
salt shaker / None / None
접지된 object_id
saltshaker_ae8db92b68885e8a5331b49cf1534319_1_0_6
접지된 receptacle_id
None
현재 방
room_7
들고 있는 물체
None
정책 프롬프트
Pick 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 0관측 1정책 실행(exo)정책 실행(손목)
턴 2pick실패 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.
skill
pick
category / surface / room
salt shaker / None / None
접지된 object_id
saltshaker_ae8db92b68885e8a5331b49cf1534319_1_0_6
접지된 receptacle_id
None
현재 방
room_7
들고 있는 물체
None
정책 프롬프트
Pick 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 0관측 1정책 실행(exo)정책 실행(손목)
턴 3pick실패 128 스텝 · 그리퍼 전환 10
에이전트의 이유 The pick action on the salt shaker is still in progress; continuing pick until lifted.
skill
pick
category / surface / room
salt shaker / None / None
접지된 object_id
saltshaker_ae8db92b68885e8a5331b49cf1534319_1_0_6
접지된 receptacle_id
None
현재 방
room_7
들고 있는 물체
None
정책 프롬프트
Pick 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 0관측 1정책 실행(exo)정책 실행(손목)
턴 4pick실패 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.
skill
pick
category / surface / room
salt shaker / None / None
접지된 object_id
saltshaker_ae8db92b68885e8a5331b49cf1534319_1_0_6
접지된 receptacle_id
None
현재 방
room_7
들고 있는 물체
None
정책 프롬프트
Pick 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 0관측 1정책 실행(exo)정책 실행(손목)
턴 5navigate도착 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.
skill
navigate
category / surface / room
None / None / kitchen
접지된 object_id
countertop_872e879ab9901259aa392532ca183b2d_1_0_6
접지된 receptacle_id
None
현재 방
room_7
들고 있는 물체
None
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 0관측 1이동 전이동(A* 주행)이동 후
턴 6navigate도착 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.
```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 0관측 1이동 전이동(A* 주행)이동 후
턴 7pick성공 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.
skill
pick
category / surface / room
salt shaker / None / None
접지된 object_id
saltshaker_ae8db92b68885e8a5331b49cf1534319_1_0_6
접지된 receptacle_id
None
현재 방
room_7
들고 있는 물체
saltshaker_ae8db92b68885e8a5331b49cf1534319_1_0_6
정책 프롬프트
Pick 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 0관측 1정책 실행(exo)정책 실행(손목)
턴 8navigate도착 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
skill
navigate
category / surface / room
None / None / kitchen
접지된 object_id
countertop_872e879ab9901259aa392532ca183b2d_1_0_6
접지된 receptacle_id
None
현재 방
room_7
들고 있는 물체
None
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 0관측 1이동 전이동(A* 주행)이동 후
턴 9pick_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.
```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 직전정책에 넘긴 시작 자세관측 0관측 1정책 실행(exo)정책 실행(손목)preplace 접근(하네스)place 후 후퇴(하네스 · +0.12 m)
턴 10navigate도착 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.
```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 0관측 1이동 전이동(A* 주행)이동 후
턴 11navigate도착 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
```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 0관측 1이동 전이동(A* 주행)이동 후
턴 12navigate도착 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
```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 0관측 1이동 전이동(A* 주행)이동 후
턴 13navigate도착 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
```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 0관측 1이동 전이동(A* 주행)이동 후
턴 14navigate도착 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
```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 0관측 1이동 전이동(A* 주행)이동 후
턴 15navigate도착 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
```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}