pick_and_place 를 냄 →
하네스가 팔을 조리대 위 hand-off 자세로 옮김(preplace=true) → VLA 가 상판에 내려놓지 않고 팔을 끌어내려 바닥 쪽에서 그리퍼를 열었습니다.
소금통 최종 높이 z = 0.027(바닥), 조리대 상판은 0.938 입니다.Place the salt shaker on the countertop.you already picked up the salt shaker here — move on. 한 번 들어 올린 GT 는 pick 후보에서 빼는 find 용 가드가
restore 에도 걸려 있습니다. 다만 바닥에 떨어진 물체는 구조적으로 다시 집기 어려워서, 가드를 풀어도 복구될 가능성은 낮습니다.| 셀 | restore · v1_train_2277__2 · textlog · gemini-3.7-flash |
| 질의 | Pick up the salt shaker and place it in or on where it first was |
| GT | saltshaker_ae8db92b68885e8a5331b49cf1534319_1_0_6 → place_on |
| place_mode | vla (VLA 가 놓는다) |
| navigate_mode | drive |
| VLA | pi05_mlspaces_finetune · molmobot |
| 스텝 예산 / 사용 | 5000 / 1038 |
| 턴 상한 / 사용 | 50 / 7 |
| 비용 | $0.0432 (VLM 호출 8회) |
place_set=1 (방·가구 모두 정답). 즉 기억은 맞았고 실행만 남은 칸입니다.textlog 는 계획 갱신 수단이 없어 plan_mode=fixed — 끝까지 이 계획 그대로입니다(재작성 0회).| 최종 판정 | 실패 |
| GT 물체를 들었나 | 예 |
| GT 수용체 위에 놓였나 | 아니오 |
| 에피소드 종료 시 손에 든 것 | None |
| 첫 navigate 가 GT 적중 | 예 |
| 목표 지점까지 남은 거리 | 1.529 m (xy) |
| 종료 사유 | abort |
navigate도착 경로 11.506392756325228 m · 439 스텝| skill | navigate |
| category / surface / room | None / None / living room |
| 접지된 object_id | saltshaker_ae8db92b68885e8a5331b49cf1534319_1_0_6 |
| 접지된 receptacle_id | None |
| 현재 방 | room_4 |
| 들고 있는 물체 | None |
| 정책 프롬프트 | — |
```json
{"note": null, "reasoning": "The salt shaker is currently on the dining table in the living room. I need to navigate there to pick it up and return it to the countertop in the kitchen.", "next": {"skill": "navigate", "category": "salt shaker", "surface": "dining table", "room": "living room"}}
```{'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', 'Goal: Pick up the salt shaker and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 1}



pick실패 128 스텝 · 그리퍼 전환 4| 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 |
```json
{"note": null, "reasoning": "The salt shaker is on the dining table in front of me. I will pick it up.", "next": {"skill": "pick", "category": "salt shaker", "surface": null, "room": null}}
```{'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', 'Goal: Pick up the salt shaker and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}

pick실패 128 스텝 · 그리퍼 전환 8| 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 |
```json
{"note": null, "reasoning": "The gripper attempted to grasp the salt shaker but did not secure or lift it. The salt shaker remains on the table. Retrying the pick.", "next": {"skill": "pick", "category": "salt shaker", "surface": null, "room": null}}
```{'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', 'Goal: Pick up the salt shaker and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}

pick성공 44 스텝 · 그리퍼 전환 5| 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 |
```json
{"note": null, "reasoning": "The previous pick attempt knocked the salt shaker onto its side on the dining table but did not grasp it. I will try picking it again.", "next": {"skill": "pick", "category": "salt shaker", "surface": null, "room": null}}
```{'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', 'Goal: Pick up the salt shaker and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}

navigate도착 경로 3.7631912320099623 m · 171 스텝0.0078 m · 접촉 True · 70 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 | — |
```json
{"note": null, "reasoning": "The salt shaker has been successfully picked up from the dining table. Now I need to navigate to the kitchen countertop where it was originally located.", "next": {"skill": "navigate", "category": "salt shaker", "surface": "countertop", "room": "kitchen"}}
```{'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', 'Goal: Pick up the salt shaker and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}



pick_and_place실패 128 스텝 · 그리퍼 전환 5 · 물체 놓침| skill | pick_and_place |
| category / surface / room | salt shaker / None / None |
| 접지된 object_id | saltshaker_ae8db92b68885e8a5331b49cf1534319_1_0_6 |
| 접지된 receptacle_id | countertop_872e879ab9901259aa392532ca183b2d_1_0_6 |
| 현재 방 | room_6 |
| 들고 있는 물체 | None |
| 정책 프롬프트 | Place the salt shaker on the countertop. |
| preplace | {"steps": 22, "settle_steps": 1, "ik_max_dq": 1.020605904765966, "rejected": [], "final_l2": 0.037080999489616934, "z": 1.0883868, "preplace": true, "xy": [1.8445468611061575, 5.794176032139421], "top_z": 0.9383868000000001} |
```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}}
```{'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', 'Goal: Pick up the salt shaker and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}



abortabort| skill | abort |
| category / surface / room | None / None / None |
| 접지된 object_id | None |
| 접지된 receptacle_id | None |
| 현재 방 | room_6 |
| 들고 있는 물체 | None |
| 정책 프롬프트 | — |
```json
{"note": null, "reasoning": "With the salt shaker in hand, I will place it back onto the countertop in the kitchen.", "next": {"skill": "pick_and_place", "category": "salt shaker", "surface": "countertop", "room": "kitchen"}}
```{'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', 'Goal: Pick up the salt shaker and place it in or on where it first was', 'Reply with the JSON object only.'], 'n_images': 4}
