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pusht_diverse_boxA
pusht/easy
{ "max_steps": 30, "success_threshold": 0.9, "init_distribution": "maniskill_like", "control_hz": 1, "action_codec": "norm4", "delta_action_scale": 64, "easy_mode": false, "observation_width": 96, "observation_height": 96, "visualization_width": 96, "visualization_height": 96, "action_marker_mod...
2,026,042,400
6,026,000,000
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{ "checkpoint_root": "/storage/home/gejiaxin/unified_world_model/models/pusht_ppo_novastar112/solver_ckpt", "checkpoint_path": "/storage/home/gejiaxin/unified_world_model/models/pusht_ppo_novastar112/solver_ckpt/best_model.pt", "observation_kind": "pusht_ppo_lowdim", "action_control": "delta", "action_codec":...
{ "agent_position": [ 157, 486.4 ], "agent_velocity": [ 0, 0 ], "block_position": [ 377.0823628763, 193.9272504763 ], "block_velocity": [ 0, 0 ], "block_angle": 0.0733480197, "block_angvel": 0, "goal_pose": [ 256, 256, 0.7853981634 ], "episode_step":...
eec3886f23edb04cc021693f657b544754d037ed556d935e4ba3cfdc0c5ec22f
{ "step": 19, "reward": 4.5911953168, "terminated": true, "truncated": false, "success": true, "coverage": 0.9213789835 }
visgym_pusht_ppo_success_30step_parallel_v1
[ { "role": "user", "content": [ { "type": "text", "text": "You are controlling a 2D PushT environment from a top-down image.\n\nVisual elements:\n- The blue circle is the controllable pusher/agent. It moves through the plane and physically pushes the object.\n- The gray T-shaped block i...
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pusht_noncot_actiononly_envfb_k1_v1
noncot_actiononly_multiturn_gtenvfeedback
pusht_diverse_boxA
pusht/easy
{ "max_steps": 30, "success_threshold": 0.9, "init_distribution": "maniskill_like", "control_hz": 1, "action_codec": "norm4", "delta_action_scale": 64, "easy_mode": false, "observation_width": 96, "observation_height": 96, "visualization_width": 96, "visualization_height": 96, "action_marker_mod...
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{ "checkpoint_root": "/storage/home/gejiaxin/unified_world_model/models/pusht_ppo_novastar112/solver_ckpt", "checkpoint_path": "/storage/home/gejiaxin/unified_world_model/models/pusht_ppo_novastar112/solver_ckpt/best_model.pt", "observation_kind": "pusht_ppo_lowdim", "action_control": "delta", "action_codec":...
{ "agent_position": [ 157, 486.4 ], "agent_velocity": [ 0, 0 ], "block_position": [ 309.3972556579, 187.5310435049 ], "block_velocity": [ 0, 0 ], "block_angle": -0.1342227564, "block_angvel": 0, "goal_pose": [ 256, 256, 0.7853981634 ], "episode_step"...
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{ "step": 16, "reward": 4.9111210824, "terminated": true, "truncated": false, "success": true, "coverage": 0.9292644046 }
visgym_pusht_ppo_success_30step_parallel_v1
[ { "role": "user", "content": [ { "type": "text", "text": "You are controlling a 2D PushT environment from a top-down image.\n\nVisual elements:\n- The blue circle is the controllable pusher/agent. It moves through the plane and physically pushes the object.\n- The gray T-shaped block i...
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pusht_noncot_actiononly_envfb_k1_v1
noncot_actiononly_multiturn_gtenvfeedback
pusht_diverse_boxA
pusht/easy
{ "max_steps": 30, "success_threshold": 0.9, "init_distribution": "maniskill_like", "control_hz": 1, "action_codec": "norm4", "delta_action_scale": 64, "easy_mode": false, "observation_width": 96, "observation_height": 96, "visualization_width": 96, "visualization_height": 96, "action_marker_mod...
2,026,042,400
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{ "checkpoint_root": "/storage/home/gejiaxin/unified_world_model/models/pusht_ppo_novastar112/solver_ckpt", "checkpoint_path": "/storage/home/gejiaxin/unified_world_model/models/pusht_ppo_novastar112/solver_ckpt/best_model.pt", "observation_kind": "pusht_ppo_lowdim", "action_control": "delta", "action_codec":...
{ "agent_position": [ 157, 486.4 ], "agent_velocity": [ 0, 0 ], "block_position": [ 374.9608969345, 381.1987386242 ], "block_velocity": [ 0, 0 ], "block_angle": 1.0230107278, "block_angvel": 0, "goal_pose": [ 256, 256, 0.7853981634 ], "episode_step":...
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{ "step": 12, "reward": 4.6952953457, "terminated": true, "truncated": false, "success": true, "coverage": 0.9348976004 }
visgym_pusht_ppo_success_30step_parallel_v1
[ { "role": "user", "content": [ { "type": "text", "text": "You are controlling a 2D PushT environment from a top-down image.\n\nVisual elements:\n- The blue circle is the controllable pusher/agent. It moves through the plane and physically pushes the object.\n- The gray T-shaped block i...
1
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12
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pusht_noncot_actiononly_envfb_k1_v1
noncot_actiononly_multiturn_gtenvfeedback
pusht_diverse_boxA
pusht/easy
{"max_steps":30,"success_threshold":0.9,"init_distribution":"maniskill_like","control_hz":1,"action_(...TRUNCATED)
2,026,042,400
6,026,000,270
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{"checkpoint_root":"/storage/home/gejiaxin/unified_world_model/models/pusht_ppo_novastar112/solver_c(...TRUNCATED)
{"agent_position":[157.0,486.4],"agent_velocity":[0.0,0.0],"block_position":[248.140499968,172.82619(...TRUNCATED)
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{"step":30,"reward":15.1692039326,"terminated":true,"truncated":false,"success":true,"coverage":0.91(...TRUNCATED)
visgym_pusht_ppo_success_30step_parallel_v1
[{"role":"user","content":[{"type":"text","text":"You are controlling a 2D PushT environment from a (...TRUNCATED)
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pusht_noncot_actiononly_envfb_k1_v1
noncot_actiononly_multiturn_gtenvfeedback
pusht_diverse_boxA
pusht/easy
{"max_steps":30,"success_threshold":0.9,"init_distribution":"maniskill_like","control_hz":1,"action_(...TRUNCATED)
2,026,042,400
6,026,000,360
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{"checkpoint_root":"/storage/home/gejiaxin/unified_world_model/models/pusht_ppo_novastar112/solver_c(...TRUNCATED)
{"agent_position":[157.0,486.4],"agent_velocity":[0.0,0.0],"block_position":[250.5473796917,268.7052(...TRUNCATED)
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{"step":29,"reward":18.4330086563,"terminated":true,"truncated":false,"success":true,"coverage":0.93(...TRUNCATED)
visgym_pusht_ppo_success_30step_parallel_v1
[{"role":"user","content":[{"type":"text","text":"You are controlling a 2D PushT environment from a (...TRUNCATED)
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29
29
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28
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pusht_noncot_actiononly_envfb_k1_v1
noncot_actiononly_multiturn_gtenvfeedback
pusht_diverse_boxA
pusht/easy
{"max_steps":30,"success_threshold":0.9,"init_distribution":"maniskill_like","control_hz":1,"action_(...TRUNCATED)
2,026,042,400
6,026,000,450
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{"checkpoint_root":"/storage/home/gejiaxin/unified_world_model/models/pusht_ppo_novastar112/solver_c(...TRUNCATED)
{"agent_position":[157.0,486.4],"agent_velocity":[0.0,0.0],"block_position":[372.7755036454,257.8180(...TRUNCATED)
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{"step":29,"reward":17.4139998522,"terminated":true,"truncated":false,"success":true,"coverage":0.96(...TRUNCATED)
visgym_pusht_ppo_success_30step_parallel_v1
[{"role":"user","content":[{"type":"text","text":"You are controlling a 2D PushT environment from a (...TRUNCATED)
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pusht_noncot_actiononly_envfb_k1_v1
noncot_actiononly_multiturn_gtenvfeedback
pusht_diverse_boxA
pusht/easy
{"max_steps":30,"success_threshold":0.9,"init_distribution":"maniskill_like","control_hz":1,"action_(...TRUNCATED)
2,026,042,400
6,026,000,540
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{"checkpoint_root":"/storage/home/gejiaxin/unified_world_model/models/pusht_ppo_novastar112/solver_c(...TRUNCATED)
{"agent_position":[157.0,486.4],"agent_velocity":[0.0,0.0],"block_position":[327.8328665784,153.0847(...TRUNCATED)
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{"step":29,"reward":12.6147871168,"terminated":true,"truncated":false,"success":true,"coverage":0.96(...TRUNCATED)
visgym_pusht_ppo_success_30step_parallel_v1
[{"role":"user","content":[{"type":"text","text":"You are controlling a 2D PushT environment from a (...TRUNCATED)
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29
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30
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pusht_noncot_actiononly_envfb_k1_v1
noncot_actiononly_multiturn_gtenvfeedback
pusht_diverse_boxA
pusht/easy
{"max_steps":30,"success_threshold":0.9,"init_distribution":"maniskill_like","control_hz":1,"action_(...TRUNCATED)
2,026,042,400
6,026,000,630
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{"checkpoint_root":"/storage/home/gejiaxin/unified_world_model/models/pusht_ppo_novastar112/solver_c(...TRUNCATED)
{"agent_position":[157.0,486.4],"agent_velocity":[0.0,0.0],"block_position":[282.677312453,340.55534(...TRUNCATED)
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{"step":23,"reward":16.9428381427,"terminated":true,"truncated":false,"success":true,"coverage":0.91(...TRUNCATED)
visgym_pusht_ppo_success_30step_parallel_v1
[{"role":"user","content":[{"type":"text","text":"You are controlling a 2D PushT environment from a (...TRUNCATED)
1
23
23
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22
30
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pusht_noncot_actiononly_envfb_k1_v1
noncot_actiononly_multiturn_gtenvfeedback
pusht_diverse_boxA
pusht/easy
{"max_steps":30,"success_threshold":0.9,"init_distribution":"maniskill_like","control_hz":1,"action_(...TRUNCATED)
2,026,042,400
6,026,000,720
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{"checkpoint_root":"/storage/home/gejiaxin/unified_world_model/models/pusht_ppo_novastar112/solver_c(...TRUNCATED)
{"agent_position":[157.0,486.4],"agent_velocity":[0.0,0.0],"block_position":[282.7448892846,322.2105(...TRUNCATED)
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{"step":18,"reward":7.4645392921,"terminated":true,"truncated":false,"success":true,"coverage":0.919(...TRUNCATED)
visgym_pusht_ppo_success_30step_parallel_v1
[{"role":"user","content":[{"type":"text","text":"You are controlling a 2D PushT environment from a (...TRUNCATED)
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pusht_noncot_actiononly_envfb_k1_v1
noncot_actiononly_multiturn_gtenvfeedback
pusht_diverse_boxA
pusht/easy
{"max_steps":30,"success_threshold":0.9,"init_distribution":"maniskill_like","control_hz":1,"action_(...TRUNCATED)
2,026,042,400
6,026,000,990
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{"checkpoint_root":"/storage/home/gejiaxin/unified_world_model/models/pusht_ppo_novastar112/solver_c(...TRUNCATED)
{"agent_position":[157.0,486.4],"agent_velocity":[0.0,0.0],"block_position":[309.8952795197,376.0240(...TRUNCATED)
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{"step":14,"reward":4.6399682657,"terminated":true,"truncated":false,"success":true,"coverage":0.907(...TRUNCATED)
visgym_pusht_ppo_success_30step_parallel_v1
[{"role":"user","content":[{"type":"text","text":"You are controlling a 2D PushT environment from a (...TRUNCATED)
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14
14
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13
30
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pusht_noncot_actiononly_envfb_k1_v1
noncot_actiononly_multiturn_gtenvfeedback
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pusht_noncot_chunk_k1_train

BAGEL VLM-Gym world-model dataset (pusht / noncot).

  • Non-CoT chunk-K train set (no imagined reasoning); re-grounds every K=1 steps.
  • layout: Train-only. Gzipped-JSONL shards under training/; each row is one packed SFT sample with base64-JPEG frames inline.
  • images are base64-encoded JPEG frames stored inline in each JSONL row.

Pairs with the matching pusht checkpoint(s) under the companion model org; CoT and non-CoT variants share the same underlying rollouts.

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