This suite implements several model-free off-policy deep reinforcement learning algorithms for discrete and continuous action spaces in PyTorch. DQN Single Discrete Mnih et. al. 2015 Double DQN Single ...

Abstract: Human environments are often regulated by explicit and complex rulesets. Integrating Reinforcement Learning (RL) agents into such environments motivates the development of learning ...

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So you don't have to wait a year like I did. 𝗛𝗲𝗿𝗲'𝘀 𝘁𝗵𝗲 𝘁𝗲𝗿𝗿𝗶𝘁𝗼𝗿𝘆 𝘄𝗲'𝗿𝗲 𝗰𝗼𝘃𝗲𝗿𝗶𝗻𝗴: → Why RL is not supervised learning — and the 4 properties that broke my mental model → ...