[D] Physics and Reinforcement Learning - Discussion of Deepmind's work

This page summarizes the projects mentioned and recommended in the original post on /r/MachineLearning

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  • acme

    A library of reinforcement learning components and agents

  • acme/acme/agents/tf/mpo at master · deepmind/acme · GitHub

  • DEEP-REINFORCEMENT-LEARNING-NANODEGREE

  • Code for https://arxiv.org/abs/1803.05580 found: https://github.com/kennydukor/DEEP-REINFORCEMENT-LEARNING-NANODEGREE

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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  • MPO

    Pytorch implementation of "Maximum a Posteriori Policy Optimization" with Retrace for Discrete gym environments

  • Code for https://arxiv.org/abs/1806.06920 found: https://github.com/acyclics/MPO

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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