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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_...
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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
{ "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...
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{ "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" }
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pusht_cot_perstep_kinf_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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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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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_mo(...TRUNCATED)
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visgym_pusht_ppo_success_30step_parallel_v1
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pusht_cot_perstep_kinf_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_mo(...TRUNCATED)
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visgym_pusht_ppo_success_30step_parallel_v1
{"manifest_version":"pusht_stopreq_plain_cot_aligned100k_v1","global_index":5,"output_shard":0,"row_(...TRUNCATED)
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pusht_cot_perstep_kinf_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_mo(...TRUNCATED)
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visgym_pusht_ppo_success_30step_parallel_v1
{"manifest_version":"pusht_stopreq_plain_cot_aligned100k_v1","global_index":6,"output_shard":0,"row_(...TRUNCATED)
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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_mo(...TRUNCATED)
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3,026,139,108
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visgym_pusht_ppo_success_30step_parallel_v1
{"manifest_version":"pusht_stopreq_plain_cot_aligned100k_v1","global_index":7,"output_shard":0,"row_(...TRUNCATED)
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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
{"manifest_version":"pusht_stopreq_plain_cot_aligned100k_v1","global_index":8,"output_shard":0,"row_(...TRUNCATED)
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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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[ 0.6321326427, 0.7041191651, 0.5554913134, 0.4811343374 ]
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pusht_96_norm4_cot_chunk_kinf_branchcmp_20260709_perseg

PushT (96px, norm4, JPEG q90; coverage task, no hard split — in-dist claims only) — action-conditioned visual world-model SFT data (CoT self-rollout + NO-LEAK branching comparison (89.7% rows branched: at the max-coverage-jump key step, 4 shuffled candidates — expert + 3 strictly-worse Gaussian alts (σ=48px) — each imagined one step; winner named only in the conclusion)) 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_cot_chunk_kinf_branchcmp_20260709_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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