Python offline-rl

Open-source Python projects categorized as offline-rl
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Topics: reinforcement-learning Datasets Pytorch Python Deep Learning
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Top 4 Python offline-rl Projects

  • DI-engine

    OpenDILab Decision AI Engine

    • Project mention: Anyone have experience with DI-Engine? | /r/reinforcementlearning | 2023-05-04

    I posted a while back asking people what frameworks they were using for RL research. Recently i stumbled upon DI-Engine which looks promising! Actively maintained, with a diverse set of algorithms already implemented.

  • d3rlpy

    An offline deep reinforcement learning library

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  • Minari

    A standard format for offline reinforcement learning datasets, with popular reference datasets and related utilities

    • Project mention: Announcing Minari (Gym for offline RL, by the Farama Foundation) is going into public beta | /r/reinforcementlearning | 2023-05-18

    You can also read the full release notes here: https://github.com/Farama-Foundation/Minari/releases/tag/v0.3.0

  • exorl

    ExORL: Exploratory Data for Offline Reinforcement Learning

NOTE: The open source projects on this list are ordered by number of github stars. The number of mentions indicates repo mentiontions in the last 12 Months or since we started tracking (Dec 2020).

Index

What are some of the best open-source offline-rl projects in Python? This list will help you:

Project Stars
1 DI-engine 2,553
2 d3rlpy 1,199
3 Minari 218
4 exorl 83

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