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iffiX/machin

A reinforcement learning framework for PyTorch implementing DQN, DDPG, A2C, PPO, SAC, MADDPG, A3C, APEX, and IMPALA algorithms.

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Machin is an open-source reinforcement learning library built on PyTorch and PyTorch Lightning. It provides implementations of popular RL algorithms including value-based methods like DQN, policy gradient methods like PPO and A2C, and actor-critic methods like SAC and TD3. The library is designed to be automatic, readable, reusable, and extendable for training RL agents.

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