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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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2020-10-21 · Can we use Q-value distributions to efficiently explore the state-action space?

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Lectures for UC Berkeley CS 285: Deep Reinforcement Learning.

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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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What and Why I Log During Training and Debug?

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2020-06-07 · Exploitation versus exploration is a critical topic in reinforcement learning. This post introduces several common approaches for better exploration in ...

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2020-02-11 · Explore how deep reinforcement learning methods can be applied in several basic supply chain and price management scenarios.

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