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League v1 Report - 2026-07-05

Status: success. Run dir: /mnt/2tbhdd/coolrl-lost-cities-artifacts/league/2026-07-05_052325_jax-ppo-league-v1. Final checkpoint: /mnt/2tbhdd/coolrl-lost-cities-artifacts/league/2026-07-05_052325_jax-ppo-league-v1/snapshots/cycle_01_update_000500.

Summary

  • Updates: 500
  • Cycles completed: 1
  • Success threshold: exploiter win rate <= 0.60 and expert CI low > 0.00

Exploiter Series

Type Cycle Win rate Mean diff Opened colors Max-step Target
cycle-target 1 0.5022 +0.6818 4.9973 0.0000 league_c01_u000250
final-checkpoint 1 0.4709 -2.6378 4.9971 0.0000 league_c01_u000500

Expert Evaluation Series

Cycle Update Win rate Mean diff CI low Opened colors Max-step
1 250 0.7457 +26.7149 +26.1678 4.5478 0.0000
1 500 0.6546 +14.2458 +13.7563 4.8409 0.0000

Final Anchor Table

Opponent Win rate Mean diff CI low Opened colors Max-step Elo est.
discard_only 0.9742 +107.6151 +106.9254 4.8845 0.0000 +630.8
heuristic_balanced 0.9617 +88.5699 +87.8946 4.9300 0.0271 +560.2
heuristic_cautious 0.9323 +94.1284 +93.3256 4.9832 0.1645 +455.4
heuristic_expert 0.6546 +14.2458 +13.7563 4.8409 0.0000 +111.1
ladder_v2_gate1_discard 0.9808 +141.3215 +140.4737 4.9991 0.0419 +683.8
ladder_v2_gate2_balanced 0.6645 +20.6296 +19.9998 4.9362 0.0001 +118.7
ladder_v2_gate3_expert 0.7894 +38.9629 +38.2914 4.9691 0.0001 +229.5
league_c01_u000250 0.5433 +5.5848 +4.9333 4.9455 0.0001 +30.2

Plots

  • docs/reports/league-v1-exploiter-win-rate.png
  • docs/reports/league-v1-opened-colors.png
  • docs/reports/league-v1-elo-estimate.png

Hypothesis Read

부분 지지: 피탈률 목표는 한 사이클 만에 달성했다. 다만 expert 상대 오픈 색은 4.55에서 4.84로 증가해, 적대적 압력이 selectivity를 유도한다는 하위 가설은 아직 지지되지 않는다.

Decisions

  • Training uses a PFSP active subset when the pool exceeds max_active_pool_members=12. The full pool is retained for lifecycle and evaluation; the subset keeps single-GPU cycle time within budget.
  • Stalling anchors are capped between the configured floor and cap during PFSP sampling.