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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
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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
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pusht_noncot_actiononly_envfb_k10_v1
noncot_actiononly_multiturn_gtenvfeedback
pusht_diverse_boxA
pusht/easy
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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":...
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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_k10_v1
noncot_actiononly_multiturn_gtenvfeedback
pusht_diverse_boxA
pusht/easy
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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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visgym_pusht_ppo_success_30step_parallel_v1
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pusht_noncot_actiononly_envfb_k10_v1
noncot_actiononly_multiturn_gtenvfeedback
pusht_diverse_boxA
pusht/easy
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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": [ 248.140499968, 172.8261906068 ], "block_velocity": [ 0, 0 ], "block_angle": 2.6178250327, "block_angvel": 0, "goal_pose": [ 256, 256, 0.7853981634 ], "episode_step": ...
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{ "step": 30, "reward": 15.1692039326, "terminated": true, "truncated": false, "success": true, "coverage": 0.919345705 }
visgym_pusht_ppo_success_30step_parallel_v1
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pusht_noncot_actiononly_envfb_k10_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":...
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{ "step": 29, "reward": 18.4330086563, "terminated": true, "truncated": false, "success": true, "coverage": 0.9300847836 }
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_k10_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": [ 372.7755036454, 257.8180620401 ], "block_velocity": [ 0, 0 ], "block_angle": -1.123239205, "block_angvel": 0, "goal_pose": [ 256, 256, 0.7853981634 ], "episode_step":...
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{ "step": 29, "reward": 17.4139998522, "terminated": true, "truncated": false, "success": true, "coverage": 0.9664344593 }
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_k10_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": [ 327.8328665784, 153.0847151266 ], "block_velocity": [ 0, 0 ], "block_angle": -2.3658010743, "block_angvel": 0, "goal_pose": [ 256, 256, 0.7853981634 ], "episode_step"...
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{ "step": 29, "reward": 12.6147871168, "terminated": true, "truncated": false, "success": true, "coverage": 0.9666802502 }
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_k10_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": [ 282.677312453, 340.5553426485 ], "block_velocity": [ 0, 0 ], "block_angle": 1.4481932303, "block_angvel": 0, "goal_pose": [ 256, 256, 0.7853981634 ], "episode_step": ...
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{ "step": 23, "reward": 16.9428381427, "terminated": true, "truncated": false, "success": true, "coverage": 0.9159593596 }
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_k10_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": [ 282.7448892846, 322.2105972415 ], "block_velocity": [ 0, 0 ], "block_angle": 2.8732122928, "block_angvel": 0, "goal_pose": [ 256, 256, 0.7853981634 ], "episode_step":...
6ff0df6a31f20947cb13dd5808bd833d93fc34b657fc293ca21d4f8eb111e7d3
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visgym_pusht_ppo_success_30step_parallel_v1
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pusht_noncot_actiononly_envfb_k10_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":...
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visgym_pusht_ppo_success_30step_parallel_v1
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pusht_noncot_actiononly_envfb_k10_v1
noncot_actiononly_multiturn_gtenvfeedback
pusht_diverse_boxA
pusht/easy
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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_k10_v1
noncot_actiononly_multiturn_gtenvfeedback
pusht_diverse_boxA
pusht/easy
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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": [ 231.5716860812, 201.8355369514 ], "block_velocity": [ 0, 0 ], "block_angle": 2.5699521468, "block_angvel": 0, "goal_pose": [ 256, 256, 0.7853981634 ], "episode_step":...
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visgym_pusht_ppo_success_30step_parallel_v1
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pusht_noncot_actiononly_envfb_k10_v1
noncot_actiononly_multiturn_gtenvfeedback
pusht_diverse_boxA
pusht/easy
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{ "agent_position": [ 157, 486.4 ], "agent_velocity": [ 0, 0 ], "block_position": [ 334.9243073422, 327.9174500402 ], "block_velocity": [ 0, 0 ], "block_angle": 0.9365287649, "block_angvel": 0, "goal_pose": [ 256, 256, 0.7853981634 ], "episode_step":...
e309b520c784a076b514ddbca6491d797da642f402f888526163bdb3c9f0e7e5
{ "step": 17, "reward": 4.9657972085, "terminated": true, "truncated": false, "success": true, "coverage": 0.9357243008 }
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_k10_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": [ 260.771448549, 308.7206976845 ], "block_velocity": [ 0, 0 ], "block_angle": -0.179375025, "block_angvel": 0, "goal_pose": [ 256, 256, 0.7853981634 ], "episode_step": ...
682bec69494834da7cd67275ebe11641b76935f6c58c7de09394968bf6451950
{ "step": 15, "reward": 7.1334526641, "terminated": true, "truncated": false, "success": true, "coverage": 0.951268266 }
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_k10_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": [ 267.5964369054, 308.1109406041 ], "block_velocity": [ 0, 0 ], "block_angle": -0.5608350536, "block_angvel": 0, "goal_pose": [ 256, 256, 0.7853981634 ], "episode_step"...
e28e42bf9a529bc05c3925174860b3cc646fe66df766542c0f16c5f7138bb19c
{ "step": 26, "reward": 15.8989678406, "terminated": true, "truncated": false, "success": true, "coverage": 0.9508211019 }
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_k10_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": [ 347.6367976636, 343.4219347889 ], "block_velocity": [ 0, 0 ], "block_angle": 0.3406172136, "block_angvel": 0, "goal_pose": [ 256, 256, 0.7853981634 ], "episode_step":...
384c6ab3554eef4a9ab4f0a7e81c3b8b4866b1a42e1456597880a58cc84740e0
{ "step": 15, "reward": 5.5437255555, "terminated": true, "truncated": false, "success": true, "coverage": 0.9009923808 }
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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15
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pusht_noncot_actiononly_envfb_k10_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": [ 300.7593200138, 199.6746943516 ], "block_velocity": [ 0, 0 ], "block_angle": -1.2954515488, "block_angvel": 0, "goal_pose": [ 256, 256, 0.7853981634 ], "episode_step"...
f7883f4960a27746430a91a6397d9ee37317ae77f67cbe12291c3b528fd3bdee
{ "step": 26, "reward": 12.7196987445, "terminated": true, "truncated": false, "success": true, "coverage": 0.9090972519 }
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...
10
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3
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pusht_noncot_actiononly_envfb_k10_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": [ 327.7142016444, 147.8712597603 ], "block_velocity": [ 0, 0 ], "block_angle": 2.3009501367, "block_angvel": 0, "goal_pose": [ 256, 256, 0.7853981634 ], "episode_step":...
4fbb527787ea8178789607afb0ecfe2d7d4d5524be9a641d485603743139994f
{ "step": 25, "reward": 4.0592903995, "terminated": true, "truncated": false, "success": true, "coverage": 0.9067159799 }
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...
10
25
3
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2
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pusht_noncot_actiononly_envfb_k10_v1
noncot_actiononly_multiturn_gtenvfeedback
End of preview. Expand in Data Studio

pusht_noncot_chunk_k10_train

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

  • Non-CoT chunk-K train set (no imagined reasoning); re-grounds every K=10 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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