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rl-machine-learning

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arashsajjadi / Stockfish-DQN-Agent

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♟️ Optimized Chess RL Trainer using DQN vs Stockfish. Built with PyTorch and python-chess, it learns using per-move rewards from Stockfish evaluations. Implements Prioritized Experience Replay (PER) and parallel CPU/GPU execution for faster training. The agent dynamically adjusts Stockfish skill level based on performance.

chess-engine reinforcement-learning deep-learning pytorch artificial-intelligence dqn stockfish dqn-pytorch training-algorithms rl-machine-learning
  • Updated Feb 2, 2025
  • Python

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