File size: 4,921 Bytes
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"experiment": "task-transfer",
"task": "demon-attack",
"classification": "formal",
"paper_locations": [
"sections/latency_aware_training.tex:Transfer Across Tasks",
"figures/fig21_demon_mixed_cross_task"
],
"models": [
{
"condition": "zero-latency-trained",
"checkpoint": {
"repo": "MLL-Lab/LAGEN-models",
"repo_type": "model",
"revision": "671e2a7451fda7f7dba5606c6d11183ebd804b6d",
"path": "zero-latency/demon-attack/vla/starvla-qwenoft-h1/demon_attack_fix_latency_0_200ep/checkpoints/steps_7000_model.safetensors"
},
"training_step": 7000,
"cross_task_evaluation_binding": "script-specified; evaluation summary lacks a checkpoint digest",
"training_data": []
},
{
"condition": "mixed-latency-trained",
"checkpoint": {
"repo": "MLL-Lab/LAGEN-models",
"repo_type": "model",
"revision": "671e2a7451fda7f7dba5606c6d11183ebd804b6d",
"path": "latency-aware/demon-attack/vla/starvla-qwenoft-h1/openvla_bridge_demon_attack_latency_mixed_024_exp1/checkpoints/steps_5000_model.safetensors"
},
"training_step": 5000,
"cross_task_evaluation_binding": "script-specified; corrected evaluation lacks a checkpoint digest",
"training_data": [],
"missing_original_assets": [
"training_configuration",
"normalization_statistics",
"exact_training_dataset_binding"
]
}
],
"evaluation": {
"tasks": [
"demon_attack",
"asterix",
"atlantis",
"air_raid"
],
"latency_labels": [
0,
2,
4
],
"episodes_per_condition": 20,
"episode_seed_range": [
42,
61
],
"sources": [
{
"repo": "MLL-Lab/LAGEN-datasets",
"repo_type": "dataset",
"revision": "d6f0ad0995f6e4b095f315920e8de18e04297048",
"path": "evaluations/task-transfer/demon-attack/demon_attack_zero_latency_latency024_cross_games/air_raid/eval/post_train/step_7000.json"
},
{
"repo": "MLL-Lab/LAGEN-datasets",
"repo_type": "dataset",
"revision": "d6f0ad0995f6e4b095f315920e8de18e04297048",
"path": "evaluations/task-transfer/demon-attack/demon_attack_zero_latency_latency024_cross_games/asterix/eval/post_train/step_7000.json"
},
{
"repo": "MLL-Lab/LAGEN-datasets",
"repo_type": "dataset",
"revision": "d6f0ad0995f6e4b095f315920e8de18e04297048",
"path": "evaluations/task-transfer/demon-attack/demon_attack_zero_latency_latency024_cross_games/atlantis/eval/post_train/step_7000.json"
},
{
"repo": "MLL-Lab/LAGEN-datasets",
"repo_type": "dataset",
"revision": "d6f0ad0995f6e4b095f315920e8de18e04297048",
"path": "evaluations/task-transfer/demon-attack/demon_attack_zero_latency_latency024_cross_games/demon_attack/eval/post_train/step_7000.json"
},
{
"repo": "MLL-Lab/LAGEN-datasets",
"repo_type": "dataset",
"revision": "d6f0ad0995f6e4b095f315920e8de18e04297048",
"path": "evaluations/task-transfer/demon-attack/demon_attack_mixed_024_horizonfix_full_20261001_002008/air_raid/eval/post_train/step_5000.json"
},
{
"repo": "MLL-Lab/LAGEN-datasets",
"repo_type": "dataset",
"revision": "d6f0ad0995f6e4b095f315920e8de18e04297048",
"path": "evaluations/task-transfer/demon-attack/demon_attack_mixed_024_horizonfix_full_20261001_002008/asterix/eval/post_train/step_5000.json"
},
{
"repo": "MLL-Lab/LAGEN-datasets",
"repo_type": "dataset",
"revision": "d6f0ad0995f6e4b095f315920e8de18e04297048",
"path": "evaluations/task-transfer/demon-attack/demon_attack_mixed_024_horizonfix_full_20261001_002008/atlantis/eval/post_train/step_5000.json"
},
{
"repo": "MLL-Lab/LAGEN-datasets",
"repo_type": "dataset",
"revision": "d6f0ad0995f6e4b095f315920e8de18e04297048",
"path": "evaluations/task-transfer/demon-attack/demon_attack_mixed_024_horizonfix_full_20261001_002008/demon_attack/eval/post_train/step_5000.json"
}
],
"mixed_evaluation_run": "demon_attack_mixed_024_horizonfix_full_20261001_002008"
},
"source_limits": [
"Paper Demon Attack mixed L0 value is 5812; the published corrected evaluation recomputes to 5832.25.",
"Paper calls evaluation delays raw frames. Corrected mixed resolved configs use fixed latency labels: label 4 is 266.6666666666667 ms with env_fps=60 and obs_fps=15, equivalent to 16 raw frames.",
"Zero-policy source provides summary JSONs; original resolved configs and action traces are absent.",
"Public source versions preserve distinct prompt and horizon corrections. No rerun replaces the recorded paper values."
],
"historical_evaluations": [],
"paper_comparison": "paper_comparison.json"
}
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