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pusht_ppo_1hz_success_30step_norm4_visual_nomarker
pusht/easy
{ "max_steps": 30, "success_threshold": 0.9, "init_distribution": "maniskill_like", "control_hz": 1, "easy_mode": false, "observation_width": 96, "observation_height": 96, "visualization_width": 96, "visualization_height": 96, "action_codec": "norm4", "action_marker_mode": "none", "agent_render_...
2,026,051,300
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{ "checkpoint_root": "/home/raychai/VisGym_3d/visgym_training/ppo_pusht/runs/pusht_ppo_cpu256_20m_1hz_msinit_delta64_norm4_20260429", "checkpoint_path": "/home/raychai/VisGym_3d/visgym_training/ppo_pusht/runs/pusht_ppo_cpu256_20m_1hz_msinit_delta64_norm4_20260429/best_model.pt", "observation_kind": "pusht_ppo_low...
{ "agent_position": [ 157, 486.4 ], "agent_velocity": [ 0, 0 ], "block_position": [ 294.4155905682, 336.6942973524 ], "block_velocity": [ 0, 0 ], "block_angle": 1.5484971329, "block_angvel": 0, "goal_pose": [ 256, 256, 0.7853981634 ], "episode_step":...
0fa630f340ea37fc907b2b2e0d91e29543731ca1e03ed84687c48161c9227950
{ "step": 28, "reward": 14.2889819896, "terminated": true, "truncated": false, "success": true, "coverage": 0.982788529 }
visgym_pusht_ppo_success_30step_parallel_v1
{ "manifest_version": "pusht_stopreq_plain_cot_aligned100k_v1", "global_index": 0, "output_shard": 0, "row_in_shard": 0, "source_path": "data/train/batch_0000_000000.jsonl.gz", "source_row_index": 304, "source_trajectory_hash": "0fa630f340ea37fc907b2b2e0d91e29543731ca1e03ed84687c48161c9227950" }
[ { "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_k10_v1
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pusht_ppo_1hz_success_30step_norm4_visual_nomarker
pusht/easy
{ "max_steps": 30, "success_threshold": 0.9, "init_distribution": "maniskill_like", "control_hz": 1, "easy_mode": false, "observation_width": 96, "observation_height": 96, "visualization_width": 96, "visualization_height": 96, "action_codec": "norm4", "action_marker_mode": "none", "agent_render_...
2,026,051,300
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{ "checkpoint_root": "/home/raychai/VisGym_3d/visgym_training/ppo_pusht/runs/pusht_ppo_cpu256_20m_1hz_msinit_delta64_norm4_20260429", "checkpoint_path": "/home/raychai/VisGym_3d/visgym_training/ppo_pusht/runs/pusht_ppo_cpu256_20m_1hz_msinit_delta64_norm4_20260429/best_model.pt", "observation_kind": "pusht_ppo_low...
{ "agent_position": [ 157, 486.4 ], "agent_velocity": [ 0, 0 ], "block_position": [ 248.9485289483, 251.309238304 ], "block_velocity": [ 0, 0 ], "block_angle": 0.3309268926, "block_angvel": 0, "goal_pose": [ 256, 256, 0.7853981634 ], "episode_step": ...
0c1a49d1e5ba3765d2b44d9619daa161838ab746397b1333513ef9964d0ed126
{ "step": 16, "reward": 11.3385857269, "terminated": true, "truncated": false, "success": true, "coverage": 0.9821211055 }
visgym_pusht_ppo_success_30step_parallel_v1
{ "manifest_version": "pusht_stopreq_plain_cot_aligned100k_v1", "global_index": 1, "output_shard": 0, "row_in_shard": 1, "source_path": "data/train/batch_0000_000000.jsonl.gz", "source_row_index": 305, "source_trajectory_hash": "0c1a49d1e5ba3765d2b44d9619daa161838ab746397b1333513ef9964d0ed126" }
[ { "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_k10_v1
noncot_actiononly_multiturn_gtenvfeedback
000000000002
pusht_ppo_1hz_success_30step_norm4_visual_nomarker
pusht/easy
{ "max_steps": 30, "success_threshold": 0.9, "init_distribution": "maniskill_like", "control_hz": 1, "easy_mode": false, "observation_width": 96, "observation_height": 96, "visualization_width": 96, "visualization_height": 96, "action_codec": "norm4", "action_marker_mode": "none", "agent_render_...
2,026,051,300
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{ "checkpoint_root": "/home/raychai/VisGym_3d/visgym_training/ppo_pusht/runs/pusht_ppo_cpu256_20m_1hz_msinit_delta64_norm4_20260429", "checkpoint_path": "/home/raychai/VisGym_3d/visgym_training/ppo_pusht/runs/pusht_ppo_cpu256_20m_1hz_msinit_delta64_norm4_20260429/best_model.pt", "observation_kind": "pusht_ppo_low...
{ "agent_position": [ 157, 486.4 ], "agent_velocity": [ 0, 0 ], "block_position": [ 212.3915100967, 388.9284109133 ], "block_velocity": [ 0, 0 ], "block_angle": -3.1305706123, "block_angvel": 0, "goal_pose": [ 256, 256, 0.7853981634 ], "episode_step"...
6e08bbebd6c57b37eb7febc4fba09eff37f69dbfaeef6a4ce7df8a71296fae99
{ "step": 12, "reward": 4.8822327256, "terminated": true, "truncated": false, "success": true, "coverage": 0.911312837 }
visgym_pusht_ppo_success_30step_parallel_v1
{ "manifest_version": "pusht_stopreq_plain_cot_aligned100k_v1", "global_index": 2, "output_shard": 0, "row_in_shard": 2, "source_path": "data/train/batch_0000_000000.jsonl.gz", "source_row_index": 306, "source_trajectory_hash": "6e08bbebd6c57b37eb7febc4fba09eff37f69dbfaeef6a4ce7df8a71296fae99" }
[ { "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_k10_v1
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pusht_ppo_1hz_success_30step_norm4_visual_nomarker
pusht/easy
{ "max_steps": 30, "success_threshold": 0.9, "init_distribution": "maniskill_like", "control_hz": 1, "easy_mode": false, "observation_width": 96, "observation_height": 96, "visualization_width": 96, "visualization_height": 96, "action_codec": "norm4", "action_marker_mode": "none", "agent_render_...
2,026,051,300
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{ "checkpoint_root": "/home/raychai/VisGym_3d/visgym_training/ppo_pusht/runs/pusht_ppo_cpu256_20m_1hz_msinit_delta64_norm4_20260429", "checkpoint_path": "/home/raychai/VisGym_3d/visgym_training/ppo_pusht/runs/pusht_ppo_cpu256_20m_1hz_msinit_delta64_norm4_20260429/best_model.pt", "observation_kind": "pusht_ppo_low...
{ "agent_position": [ 157, 486.4 ], "agent_velocity": [ 0, 0 ], "block_position": [ 249.8423408201, 283.8675253814 ], "block_velocity": [ 0, 0 ], "block_angle": 1.7896960129, "block_angvel": 0, "goal_pose": [ 256, 256, 0.7853981634 ], "episode_step":...
cdfc270747f387402492985dffd7ea7040594f4f00bdd5309079283964d49b89
{ "step": 19, "reward": 8.7001886783, "terminated": true, "truncated": false, "success": true, "coverage": 0.9086107721 }
visgym_pusht_ppo_success_30step_parallel_v1
{ "manifest_version": "pusht_stopreq_plain_cot_aligned100k_v1", "global_index": 3, "output_shard": 0, "row_in_shard": 3, "source_path": "data/train/batch_0000_000000.jsonl.gz", "source_row_index": 307, "source_trajectory_hash": "cdfc270747f387402492985dffd7ea7040594f4f00bdd5309079283964d49b89" }
[ { "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_k10_v1
noncot_actiononly_multiturn_gtenvfeedback
000000000004
pusht_ppo_1hz_success_30step_norm4_visual_nomarker
pusht/easy
{ "max_steps": 30, "success_threshold": 0.9, "init_distribution": "maniskill_like", "control_hz": 1, "easy_mode": false, "observation_width": 96, "observation_height": 96, "visualization_width": 96, "visualization_height": 96, "action_codec": "norm4", "action_marker_mode": "none", "agent_render_...
2,026,051,300
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{ "checkpoint_root": "/home/raychai/VisGym_3d/visgym_training/ppo_pusht/runs/pusht_ppo_cpu256_20m_1hz_msinit_delta64_norm4_20260429", "checkpoint_path": "/home/raychai/VisGym_3d/visgym_training/ppo_pusht/runs/pusht_ppo_cpu256_20m_1hz_msinit_delta64_norm4_20260429/best_model.pt", "observation_kind": "pusht_ppo_low...
{ "agent_position": [ 157, 486.4 ], "agent_velocity": [ 0, 0 ], "block_position": [ 238.1210910868, 279.2425085548 ], "block_velocity": [ 0, 0 ], "block_angle": 0.3737216625, "block_angvel": 0, "goal_pose": [ 256, 256, 0.7853981634 ], "episode_step":...
36f9d379de65e085e4221f10041fe97c3fb436051f417aaa8c0fe9fbf232fac4
{ "step": 15, "reward": 10.4996441987, "terminated": true, "truncated": false, "success": true, "coverage": 0.946066792 }
visgym_pusht_ppo_success_30step_parallel_v1
{ "manifest_version": "pusht_stopreq_plain_cot_aligned100k_v1", "global_index": 4, "output_shard": 0, "row_in_shard": 4, "source_path": "data/train/batch_0000_000000.jsonl.gz", "source_row_index": 308, "source_trajectory_hash": "36f9d379de65e085e4221f10041fe97c3fb436051f417aaa8c0fe9fbf232fac4" }
[ { "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...
10
15
2
0
1
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pusht_noncot_actiononly_envfb_k10_v1
noncot_actiononly_multiturn_gtenvfeedback
000000000005
pusht_ppo_1hz_success_30step_norm4_visual_nomarker
pusht/easy
{ "max_steps": 30, "success_threshold": 0.9, "init_distribution": "maniskill_like", "control_hz": 1, "easy_mode": false, "observation_width": 96, "observation_height": 96, "visualization_width": 96, "visualization_height": 96, "action_codec": "norm4", "action_marker_mode": "none", "agent_render_...
2,026,051,300
3,026,138,596
309
{ "checkpoint_root": "/home/raychai/VisGym_3d/visgym_training/ppo_pusht/runs/pusht_ppo_cpu256_20m_1hz_msinit_delta64_norm4_20260429", "checkpoint_path": "/home/raychai/VisGym_3d/visgym_training/ppo_pusht/runs/pusht_ppo_cpu256_20m_1hz_msinit_delta64_norm4_20260429/best_model.pt", "observation_kind": "pusht_ppo_low...
{ "agent_position": [ 157, 486.4 ], "agent_velocity": [ 0, 0 ], "block_position": [ 297.0786118503, 297.0126371888 ], "block_velocity": [ 0, 0 ], "block_angle": -0.2950941211, "block_angvel": 0, "goal_pose": [ 256, 256, 0.7853981634 ], "episode_step"...
c85d5811919a4730846cde18159211cb7e2846021adf877803c96bfa491a88df
{ "step": 16, "reward": 6.2901741744, "terminated": true, "truncated": false, "success": true, "coverage": 0.9166857069 }
visgym_pusht_ppo_success_30step_parallel_v1
{ "manifest_version": "pusht_stopreq_plain_cot_aligned100k_v1", "global_index": 5, "output_shard": 0, "row_in_shard": 5, "source_path": "data/train/batch_0000_000000.jsonl.gz", "source_row_index": 309, "source_trajectory_hash": "c85d5811919a4730846cde18159211cb7e2846021adf877803c96bfa491a88df" }
[ { "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...
10
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1
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pusht_noncot_actiononly_envfb_k10_v1
noncot_actiononly_multiturn_gtenvfeedback
000000000006
pusht_ppo_1hz_success_30step_norm4_visual_nomarker
pusht/easy
{ "max_steps": 30, "success_threshold": 0.9, "init_distribution": "maniskill_like", "control_hz": 1, "easy_mode": false, "observation_width": 96, "observation_height": 96, "visualization_width": 96, "visualization_height": 96, "action_codec": "norm4", "action_marker_mode": "none", "agent_render_...
2,026,051,300
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{ "checkpoint_root": "/home/raychai/VisGym_3d/visgym_training/ppo_pusht/runs/pusht_ppo_cpu256_20m_1hz_msinit_delta64_norm4_20260429", "checkpoint_path": "/home/raychai/VisGym_3d/visgym_training/ppo_pusht/runs/pusht_ppo_cpu256_20m_1hz_msinit_delta64_norm4_20260429/best_model.pt", "observation_kind": "pusht_ppo_low...
{ "agent_position": [ 157, 486.4 ], "agent_velocity": [ 0, 0 ], "block_position": [ 288.4004942988, 303.3206572916 ], "block_velocity": [ 0, 0 ], "block_angle": 1.981500141, "block_angvel": 0, "goal_pose": [ 256, 256, 0.7853981634 ], "episode_step": ...
13aac7d4df092cf56fa4f5c591ed1057e1310e4e1e45f88cc78e92a3c1818b45
{ "step": 18, "reward": 7.276430682, "terminated": true, "truncated": false, "success": true, "coverage": 0.9092819345 }
visgym_pusht_ppo_success_30step_parallel_v1
{ "manifest_version": "pusht_stopreq_plain_cot_aligned100k_v1", "global_index": 6, "output_shard": 0, "row_in_shard": 6, "source_path": "data/train/batch_0000_000000.jsonl.gz", "source_row_index": 310, "source_trajectory_hash": "13aac7d4df092cf56fa4f5c591ed1057e1310e4e1e45f88cc78e92a3c1818b45" }
[ { "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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18
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pusht_noncot_actiononly_envfb_k10_v1
noncot_actiononly_multiturn_gtenvfeedback
000000000007
pusht_ppo_1hz_success_30step_norm4_visual_nomarker
pusht/easy
{ "max_steps": 30, "success_threshold": 0.9, "init_distribution": "maniskill_like", "control_hz": 1, "easy_mode": false, "observation_width": 96, "observation_height": 96, "visualization_width": 96, "visualization_height": 96, "action_codec": "norm4", "action_marker_mode": "none", "agent_render_...
2,026,051,300
3,026,139,108
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{ "checkpoint_root": "/home/raychai/VisGym_3d/visgym_training/ppo_pusht/runs/pusht_ppo_cpu256_20m_1hz_msinit_delta64_norm4_20260429", "checkpoint_path": "/home/raychai/VisGym_3d/visgym_training/ppo_pusht/runs/pusht_ppo_cpu256_20m_1hz_msinit_delta64_norm4_20260429/best_model.pt", "observation_kind": "pusht_ppo_low...
{ "agent_position": [ 157, 486.4 ], "agent_velocity": [ 0, 0 ], "block_position": [ 237.9101936263, 389.5546869962 ], "block_velocity": [ 0, 0 ], "block_angle": -2.0226108671, "block_angvel": 0, "goal_pose": [ 256, 256, 0.7853981634 ], "episode_step"...
b13c75cd0f2c94dd181353d0f778326ee05067d2f7b55e67b7c113a4e178998d
{ "step": 15, "reward": 5.3685007796, "terminated": true, "truncated": false, "success": true, "coverage": 0.9353123862 }
visgym_pusht_ppo_success_30step_parallel_v1
{ "manifest_version": "pusht_stopreq_plain_cot_aligned100k_v1", "global_index": 7, "output_shard": 0, "row_in_shard": 7, "source_path": "data/train/batch_0000_000000.jsonl.gz", "source_row_index": 311, "source_trajectory_hash": "b13c75cd0f2c94dd181353d0f778326ee05067d2f7b55e67b7c113a4e178998d" }
[ { "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_k10_v1
noncot_actiononly_multiturn_gtenvfeedback
000000000008
pusht_ppo_1hz_success_30step_norm4_visual_nomarker
pusht/easy
{ "max_steps": 30, "success_threshold": 0.9, "init_distribution": "maniskill_like", "control_hz": 1, "easy_mode": false, "observation_width": 96, "observation_height": 96, "visualization_width": 96, "visualization_height": 96, "action_codec": "norm4", "action_marker_mode": "none", "agent_render_...
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{ "checkpoint_root": "/home/raychai/VisGym_3d/visgym_training/ppo_pusht/runs/pusht_ppo_cpu256_20m_1hz_msinit_delta64_norm4_20260429", "checkpoint_path": "/home/raychai/VisGym_3d/visgym_training/ppo_pusht/runs/pusht_ppo_cpu256_20m_1hz_msinit_delta64_norm4_20260429/best_model.pt", "observation_kind": "pusht_ppo_low...
{ "agent_position": [ 157, 486.4 ], "agent_velocity": [ 0, 0 ], "block_position": [ 194.6876225642, 270.9841352074 ], "block_velocity": [ 0, 0 ], "block_angle": -0.5859979582, "block_angvel": 0, "goal_pose": [ 256, 256, 0.7853981634 ], "episode_step"...
90551de22940b38c87683ac2913a947decb2a795d9250bb62a4d0ae8401fcff3
{ "step": 16, "reward": 9.3096395551, "terminated": true, "truncated": false, "success": true, "coverage": 0.9307319623 }
visgym_pusht_ppo_success_30step_parallel_v1
{ "manifest_version": "pusht_stopreq_plain_cot_aligned100k_v1", "global_index": 8, "output_shard": 0, "row_in_shard": 8, "source_path": "data/train/batch_0000_000000.jsonl.gz", "source_row_index": 312, "source_trajectory_hash": "90551de22940b38c87683ac2913a947decb2a795d9250bb62a4d0ae8401fcff3" }
[ { "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_k10_v1
noncot_actiononly_multiturn_gtenvfeedback
000000000009
pusht_ppo_1hz_success_30step_norm4_visual_nomarker
pusht/easy
{ "max_steps": 30, "success_threshold": 0.9, "init_distribution": "maniskill_like", "control_hz": 1, "easy_mode": false, "observation_width": 96, "observation_height": 96, "visualization_width": 96, "visualization_height": 96, "action_codec": "norm4", "action_marker_mode": "none", "agent_render_...
2,026,051,300
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{ "checkpoint_root": "/home/raychai/VisGym_3d/visgym_training/ppo_pusht/runs/pusht_ppo_cpu256_20m_1hz_msinit_delta64_norm4_20260429", "checkpoint_path": "/home/raychai/VisGym_3d/visgym_training/ppo_pusht/runs/pusht_ppo_cpu256_20m_1hz_msinit_delta64_norm4_20260429/best_model.pt", "observation_kind": "pusht_ppo_low...
{ "agent_position": [ 157, 486.4 ], "agent_velocity": [ 0, 0 ], "block_position": [ 289.0751419145, 416.175090543 ], "block_velocity": [ 0, 0 ], "block_angle": 1.6133543365, "block_angvel": 0, "goal_pose": [ 256, 256, 0.7853981634 ], "episode_step": ...
d4be5d0391db8247901cbacc6ec933d782103c038c3e06fa934883c18be29652
{ "step": 11, "reward": 5.7813989838, "terminated": true, "truncated": false, "success": true, "coverage": 0.9243465689 }
visgym_pusht_ppo_success_30step_parallel_v1
{ "manifest_version": "pusht_stopreq_plain_cot_aligned100k_v1", "global_index": 9, "output_shard": 0, "row_in_shard": 9, "source_path": "data/train/batch_0000_000000.jsonl.gz", "source_row_index": 313, "source_trajectory_hash": "d4be5d0391db8247901cbacc6ec933d782103c038c3e06fa934883c18be29652" }
[ { "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/easy
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visgym_pusht_ppo_success_30step_parallel_v1
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visgym_pusht_ppo_success_30step_parallel_v1
{ "manifest_version": "pusht_stopreq_plain_cot_aligned100k_v1", "global_index": 11, "output_shard": 0, "row_in_shard": 11, "source_path": "data/train/batch_0000_000000.jsonl.gz", "source_row_index": 315, "source_trajectory_hash": "9a00b5ee92b3ec36f83ee4bdb6697614f46e99f2419e38ac2f2498fc9981a3ea" }
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pusht/easy
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pusht/easy
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visgym_pusht_ppo_success_30step_parallel_v1
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pusht_ppo_1hz_success_30step_norm4_visual_nomarker
pusht/easy
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visgym_pusht_ppo_success_30step_parallel_v1
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[ { "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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visgym_pusht_ppo_success_30step_parallel_v1
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End of preview. Expand in Data Studio

pusht_96_norm4_noncot_chunk_k10_20260622_perseg

PushT (96px, norm4, JPEG q90; coverage task, no hard split — in-dist claims only) — action-conditioned visual world-model SFT data (non-CoT action-chunk baseline) for the BAGEL-7B-MoT feedback-interval study.

  • Format: gzipped JSONL shards under training/, 1 row = 1 packed episode. CoT rows: per-segment layout — <think> per-step imagined frame (MSE target) </think> + committed action chunk, with a loss-0 "Action executed." + real frame re-grounding turn between chunks. nonCoT rows: bare action chunks. Build argv + git rev in metadata/.
  • Companion checkpoint: ultrastar112/pusht_96_norm4_noncot_chunk_k10_world_model_20260622_perseg
  • Full study docs: 0710_train.md / 0711_mulnode_eval.md / 0711_hf_release.md in the study repo.
  • License: CC-BY-NC-4.0 (research use).
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