The Autonomous Learning Library: A PyTorch Library for Building Reinforcement Learning Agents

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The Autonomous Learning Library is a deep reinforcement learning library for PyTorch that I have been working on for the last year or so. The goal was to beyond current libraries by providing components for building and testing new agents. It also comes with many standard agents, including DQN/DDQN, Rainbow, A2C, PPO, DDPG, and SAC. Here are a few quick links:


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