fix(SNNBot): fix reservoir threshold, remove decay, stop re-forward in EVALUATE
- Threshold 4→1: neurons now fire (~50% rate) instead of never firing - Remove aggressive decay that erased learning signal immediately - Remove EVALUATE re-forward that corrupted reservoir state before learn()
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@@ -460,9 +460,12 @@ method run*(bot: SNNBot) =
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let absBearing = directionTo(myX, myY, futureX, futureY)
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let targetRel = normalizeRelativeAngle(absBearing - bot.lastDecideGunDir)
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when USE_RESERVOIR:
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let winBin = bot.res.forward(toBitVec80(encodeInputFull(
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normalizeRelativeAngle(bot.enemyBearing - bot.lastDecideGunDir),
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bot.velDirDeg, bot.velSpeed, bot.hasLastPos)))
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# state/scores already set by DECIDE's forward(); re-forwarding would corrupt them
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let winBin = block:
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var best = 0; var bestS = -1
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for k in 0 ..< N_BINS:
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if bot.res.scores[k] > bestS: bestS = bot.res.scores[k]; best = k
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best
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let aimAngle = bot.res.interpolatedAngle(winBin)
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bot.res.learn(targetRel)
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echo "RES tick=" & $bot.tick & " bin=" & $winBin &
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