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GenRL is a PyTorch-First Reinforcement Learning library centered around reproducible and generalizable algorithm implementations.

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2020-07-01 · Plot replications, exercise solutions and Anki flashcards for the entire book by chapters.

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2020-10-14 · In this video I give a brief introduction to Reinforcement Learning.

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2020-06-01 · A library of reinforcement learning components and agents.

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An educational resource to help anyone learn deep reinforcement learning.

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2020-07-02 · Important reinforcement learning (RL) algorithms, including policy iteration, Q-Learning, and Neural Fitted Q.

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2020-06-27 · "rlx" is a Deep RL library written on top of PyTorch & built for educational and research purpose.

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A procedurally-generated grid-world dungeon-crawl game that strikes a great balance between complexity and speed for single-agent RL research.

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2020-06-23 · We compare three approaches for automatically finding an appropriate augmentation combined with two novel regularization terms for the policy and value ...

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2020-05-12 · A self-supervised reinforcement learning agent that tackles task-specific and the sample efficiency challenges.

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