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A PyTorch implementation of the Rainbow algorithm for playing Atari games using deep reinforcement learning. This repository contains a Rainbow DQN agent that combines several improvements on the original DQN, including Double Q-learning, Prioritized Experience Replay, Dueling Networks, Multi-step Learning, Distributional RL, and Noisy Nets.

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soheil-mp/Rainbow-Algorithm-RL

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A PyTorch implementation of the Rainbow algorithm for playing Atari games using deep reinforcement learning. This repository contains a Rainbow DQN agent that combines several improvements on the original DQN, including Double Q-learning, Prioritized Experience Replay, Dueling Networks, Multi-step Learning, Distributional RL, and Noisy Nets.

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