{"approach":"FINAL. Evolution from scratch, seed 5, input Gather of current 56-float frame from 224 floats, 112 and 32 ReLU hidden neurons, linear 3-action head; 10099 float32 weights/biases. Antithetic Gaussian weight perturbations, rank-based Adam mean updates, 192 initially, then 256 candidates, layer-specific, yaw-head-only, and whole-network perturbations, sigma 0.06/0.10/0.15/0.22, initial learning rate 0.025 then 0.012. Initial fitness weighted wins and HP; after a circling plateau, fitness became 1000000 per elimination win plus 100 times (own surviving HP minus opponent raw remaining HP), so own deaths count as zero HP but an opponent ground crash with HP remaining does not masquerade as gun damage plus 1 minus normalized kill time, with minus 1e-10 times terminal range as a fourth-priority tie-break. This makes kill count primary, HP second, kill speed third on training batches. Tied ranks are averaged. A short output-head-only side search used the same from-scratch backbone, not Starter weights. Main phases added champions to an expanding league every 7.5 minutes. A separate ten-minute gun curriculum used four stable, non-shooting horizontal target pilots, adding champions every five minutes, before returning to the retained league plus targets. League phases retained all four builtins, current and Starter. No pretrained network, imitation labels, or scripted action overrides. All selection and test seeds are disjoint from training; final tests also disjoint from selection. Source and build dependencies used only for local experiments; result is a standalone ONNX. Final result is not an upgrade: zero wins in 1000 matches against the current entry. Keep the existing live entry.","blocked":null,"current_vs_starter":0.9891666666666666,"records":{"starter":{"matches":3000,"score":0.892},"builtins":{"matches":800,"score":0.441875},"current":{"matches":1000,"wins":0,"losses":606,"draws":394,"score":0.197},"exploiter":{"matches":500,"score":0.098,"how":"Ten-minute budget (576.48 seconds elapsed) antithetic evolution-strategy best response against frozen final ONNX network, using ONNX Runtime for the opponent throughout training; 256 candidates, seed 5, 56-112-32-3 ReLU network, all-layer and output-only mutations, multiple initial champions including final itself. 71 generations, 305152 training/selection matches; selected for board score on a separate 256-spawn set. Final reported 500 matches use untouched seeds 1100000005..1100000504 and direct ONNX candidate inference. Exploiter is native float32 network using the same exported architecture; no action overrides."}},"entry":"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","entry_sha256":"183580c0d0618ff4de6e80207a52a4af1070b728154c7e74a6cc3396f5c3bc6a","entry_bytes":41168,"ops":["Gather","Gemm","Relu"],"tried":["Current ONNX vs Starter: 2967 elimination wins, 32 losses, 1 draw / 3000; score 2967.5/3000 = 0.9891666666666666. Native current graph matched the ONNX aggregate outcomes, HP and tick statistics over this set.","Random Xavier-initialized 56-112-32-3 ReLU network, 10099 weights and biases, evolution strategies; at least 7521280 logged training/selection matches with final phase at generation 85; stage champions added to pool.","gun-target-curriculum stage 7: selection score 0.75 on 160 matches, pool 4. Selection data only, not final testing.","gun-target-curriculum stage 8: selection score 0.6953125 on 160 matches, pool 5. Selection data only, not final testing.","initial stage 0: selection score 0.5140625 on 160 matches, pool 4. Selection data only, not final testing.","reintegrated-league-with-targets stage 9: selection score 0.61875 on 160 matches, pool 20. Selection data only, not final testing.","reintegrated-league-with-targets stage 10: selection score 0.6171875 on 160 matches, pool 21. Selection data only, not final testing.","strict-kill-HP-time-proximity stage 1: selection score 0.4875 on 160 matches, pool 7. Selection data only, not final testing.","strict-kill-aliveHP-time-proximity stage 1: selection score 0.5375 on 160 matches, pool 7. Selection data only, not final testing.","strict-kill-aliveHP-time-proximity stage 2: selection score 0.56875 on 160 matches, pool 9. Selection data only, not final testing.","strict-kill-aliveHP-time-proximity stage 3: selection score 0.53125 on 160 matches, pool 10. Selection data only, not final testing.","strict-kill-aliveHP-time-proximity stage 4: selection score 0.575 on 160 matches, pool 11. Selection data only, not final testing.","strict-kill-ownAliveHP-minus-oppRawHP-time-proximity stage 5: selection score 0.6625 on 160 matches, pool 12. Selection data only, not final testing.","strict-kill-ownAliveHP-minus-oppRawHP-time-proximity stage 6: selection score 0.65625 on 160 matches, pool 13. Selection data only, not final testing.","Replay audit of stage-three checkpoint over 20 Starter matches: 13 wins, all from opponent ground crashes with HP remaining; zero gun hits. Over 20 current-entry matches: zero wins and zero gun hits. Starter score alone was misleading about aim.","Rejected intermediate raw-HP fitness: a ground crash leaves the sim HP field nonzero; corrected by valuing dead fighters at zero for training. Board scores always used official alive/outcome flags.","Output-head-only side search: 240384 matches in 135.92 seconds, pool half current and half builtins; selection score 0.2625. Same from-scratch backbone; no public Starter weights.","Four stable-target diagnostic (fresh 200 matches each): [{\"target\":0,\"matches\":200,\"score\":0.5,\"kills\":0,\"HPdiff\":0.0,\"mean_ticks\":10800.0},{\"target\":1,\"matches\":200,\"score\":1.0,\"kills\":200,\"HPdiff\":5.0,\"mean_ticks\":3803.68},{\"target\":2,\"matches\":200,\"score\":0.5,\"kills\":0,\"HPdiff\":0.0,\"mean_ticks\":10800.0},{\"target\":3,\"matches\":200,\"score\":1.0,\"kills\":200,\"HPdiff\":5.0,\"mean_ticks\":3494.675}]","Fresh checkpoint selection on 400 matches per category: {\"model\":\"champion9.npy\",\"scores\":[0.896875,0.43875,0.21875],\"objective\":0.47315625}","Ten-minute best response: 301056 logged matches, 70 generations; best response selection score from exploiter side 0.72265625. Separate from the final 500-match record.","BEST retained checkpoint, independently tested with official run_match, randomize_spawns=true and final ONNX inference: {\"scores\":{\"starter\":0.892,\"builtins\":0.441875,\"current\":0.197,\"exploiter\":0.098},\"details\":{\"starter\":{\"kills\":2538,\"HP_difference\":-0.249,\"mean_ticks\":4840.336666666667},\"builtins\":{\"kills\":18,\"HP_difference\":-0.16625,\"mean_ticks\":10554.02125},\"current\":{\"kills\":0,\"HP_difference\":-0.979,\"mean_ticks\":10716.896},\"exploiter\":{\"kills\":0,\"HP_difference\":-1.576,\"mean_ticks\":10762.398}}}"],"next":"The curriculum exposed a heading bias: test reflection-canonicalized observations or mirrored initialization, then retrain aim against both flight directions. Compare gun hits as well as elimination wins: Starter crash wins concealed poor aim. Cross-play other seats and fix exploiter weaknesses. Keep the existing live entry; this candidate did not meet the upgrade criterion."}