Python exploration-exploitation

Open-source Python projects categorized as exploration-exploitation
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Topics: reinforcement-learning reinforcement-learning-algorithms contextual-bandits atari pytorch-rl
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Top 3 Python exploration-exploitation 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.

  • contextualbandits

    Python implementations of contextual bandits algorithms

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  • leco

    Official implementation of LECO (NeurIPS'22)

    • Project mention: [R] LECO: Learnable Episodic Count for Task-Specific Intrinsic Reward | /r/MachineLearning | 2023-05-25
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 exploration-exploitation projects in Python? This list will help you:

Project Stars
1 DI-engine 2,553
2 contextualbandits 709
3 leco 5

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