{"approach": "Seed-2 PPO actor-critic self-play, with a hybrid rule/neural policy. A 56-48-24-3 ReLU actor conditions on the latest 56 observation values; the supplied current ONNX rule also uses observation history. The neural actor adjusts rule settings, rather than replacing its geometry. Outputs 0..2 modify base speed by 15 (floor 35), acceleration lead factor by .3 (floor .1), and firing miss-distance tolerance by 4 (floor 2), with each latent clamped to [-1,1]. Export contains the actor and rule, producing the required three actions; the separate 56-64-32-1 learned value network is discarded. All effective random streams derive from seed 2, with offset held-out streams. Second choices: actor widths [32x16,48x24], initial LR [.0001,.0003], initial opponents [Starter,current]. PPO: gamma .997, GAE lambda .95, clip .2, four epochs, minibatch 1024, rollout 128 environments x 128 decisions; hit differential reward .25 per HP, terminal win +2/loss -2/draw 0. Parameter policies use Gaussian latent std .35; a separate, unselected counter-initialized refinement starts at .2 and actor LR .0001. Direct-action exploration/LR were reduced after a plateau. Experiments used current, Starter, and up to 16 frozen past policies; the later wider-league trials assigned 35% of opponent draws to five fixed diverse snapshots. Selection uses a weighted seven-opponent validation pool, then fresh tournament seeds. Chosen lineage: 50:50 aligned weight average of the targeted PPO counter actor and the wider-league three-setting PPO actor. No gradients use evaluation matches. Scores below are elimination 1, HP win .75, draw .5, loss 0, not the README's 3/2/1 table. Built-ins are 200 each, and current is 500 paired random-spawn seeds per side. Private board opponents were unavailable; no board result is claimed.", "blocked": null, "current_vs_starter": 0.9936666666666667, "records": {"starter": {"matches": 3000, "score": 0.998}, "builtins": {"matches": 800, "score": 1.0}, "current": {"matches": 1000, "wins": 622, "losses": 196, "draws": 182, "score": 0.713}, "exploiter": {"matches": 500, "score": 0.43, "how": "Strongest of four parallel seed-2 targeted searches against this exact frozen model, each budgeted 600 seconds: PPO learned-value parameter3/parameter6/action policies plus evolution of Starter's 771 output-head parameters with a frozen backbone. PPO starts from matching final weights when possible, otherwise a strong earlier checkpoint; population head search starts from Starter. Snapshot/scale selection used 200 separate validation matches. A further fresh 1000-match comparison per completed search selected parameter3; adversary-side scores {\"action\": 0.4645, \"headES\": 0.007, \"parameter3\": 0.596, \"parameter6\": 0.5825}. This record is a separate 500-match test from the submitted model's side. Actual training metadata {\"action\": {\"best_validation_score\": 0.4525, \"generations\": null, \"seconds\": 595.5758991241455, \"steps\": 4194304, \"updates\": 256}, \"headES\": {\"best_validation_score\": 0.015, \"generations\": 42, \"seconds\": 576.4137940406799, \"steps\": null, \"updates\": null}, \"parameter3\": {\"best_validation_score\": 0.605, \"generations\": null, \"seconds\": 596.5037553310394, \"steps\": 4112384, \"updates\": 251}, \"parameter6\": {\"best_validation_score\": 0.62, \"generations\": null, \"seconds\": 595.5567796230316, \"steps\": 3981312, \"updates\": 243}}."}}, "entry": "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", "entry_sha256": "af94466a53f3edc53390ab37c2703b4d472118d699e7f270b2a21a6c2937ef17", "entry_bytes": 36916, "ops": ["Abs", "Add", "Atan", "Cast", "Concat", "Cos", "Div", "Gather", "Gemm", "Greater", "Max", "Min", "Mul", "Neg", "Relu", "Sin", "Split", "Sqrt", "Sub", "Where"], "tried": ["Harness: simulator crate from repository commit 10a6b40d717f54a631e833ef850fd2f1e4066798, ctypes bridge using its SimState; 100 seeded rollouts matched run_match outcome/tick/hits. Complete scheduled matches and exact side balance. Current vs Starter: 2981 wins/19 losses/3000, score 0.9936666666666667.", "Direct action-residual PPO: early full test Starter 0.9926666666666667/3000, built-ins 1.0/800, current 0.5335/1000. Smaller exploration and promotion restarts retained as a different opponent family.", "Temporal 34-feature 64x32 residual actor: best independent 500-match validation current 0.532, Starter 0.996; did not displace the parameter policies.", "Three-setting PPO round1: Starter 0.9976666666666667/3000, built-ins 1.0/800, current 0.595/1000. Same Starter seeds gave current only 0.9893333333333333. Fresh targeted PPO exploiter reduced this checkpoint to 0.448/500.", "Three-setting PPO round2: Starter 0.9986666666666667/3000, built-ins 1.0/800, current 0.6335/1000. Rejected as final after 500-match cross-tests gave 0.431 vs direct residual and 0.429 vs targeted counter.", "Targeted parameter PPO refinement (259 updates, 4243456 decisions, 595.7876441478729 seconds) after league pretraining: full test Starter 0.9946666666666667/3000, built-ins 1.0/800, current 0.7215/1000. Paired Starter baseline was 0.9886666666666667. Fresh weighted pool score 0.65075 (300 per opponent).", "Wider-league continuation: fresh 300-per-opponent weighted pool main action residual 0.6062083333333335, three-setting actor 0.61925, six-setting actor 0.5453333333333333. Retained best snapshots rather than final training weights.", "A ten-minute Starter-head evolution adversary (771 head weights/biases, frozen backbone, seed2) reached only 0.025 against the early target on 200-match validation; retained as a different neural style.", "Aligned-weight averages: counter+robust policy pool 0.6355833333333334; counter+round2 0.6094166666666667 (300 per opponent), both below unaveraged counter's 0.65075.", "Final paired-side head-to-head mean scores among the near-tied finalists: {\"blend_robust\": 0.512, \"counter_early\": 0.483, \"param6\": 0.505}.", "Final fresh-seed tournament selection: 50:50 aligned weight average of the targeted PPO counter actor and the wider-league three-setting PPO actor weighted pool score 0.64115; opponent scores {\"counter\": 0.527, \"current\": 0.678, \"direct\": 0.586, \"es\": 0.99, \"p1\": 0.56, \"p2\": 0.557, \"starter\": 0.998}.", "Same final 3000 Starter seeds: delivered 2994 wins/6 losses, current 2981 wins/19 losses (score 0.9936666666666667).", "BEST delivered frozen model: Starter 0.998/3000, built-ins 1.0/800, current 0.713/1000 (622 wins, 196 losses, 182 draws), fresh strongest ten-minute exploiter 0.43/500. All four are measured from the submitted policy's side."], "next": "Cross-play this exact frozen model against the other seats on paired seeds, including the learned exploiters. Retain the fresh exploiter as a league opponent and validate on new opponents, not just the original rule. Local improvements do not establish a top-three board finish; operator upload remains a separate decision."}