vlabki/rr-speed-item-v1

Self-contained recurrent player-policy checkpoint.

• Source directory: best_reliable
• PPO update: 6000
• Environment steps: 36864000
• Action support: bc

Evaluation values below come from deterministic fixed-seed argmax runs. Frame averages exclude DNF races.

Best reliable evaluation

Metric	Value
Checkpoint update	6000
Cohort	20
Finish rate	90.0%
Finished mean frames	11407.17
Finished median frames	11342.50
Fastest finish frames	10685
Finished P90 frames	11994.30
First-place rate among finishes	100.0%
Mean wall events	0.10
Mean respawns	0.30

Best fastest evaluation

Metric	Value
Checkpoint update	4500
Cohort	20
Finish rate	75.0%
Finished mean frames	11576.27
Finished median frames	11589.00
Fastest finish frames	10681
Finished P90 frames	12030.40
First-place rate among finishes	100.0%
Mean wall events	0.30
Mean respawns	0.55

Files

Runtime weights, model config, normalization statistics, route reference, training config, and portable checksummed fallbacks are included. Raw rollout traces, optimizer state, and full training logs are excluded.