Python self-play

Open-source Python projects categorized as self-play
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Topics: reinforcement-learning Deep Learning atari Pytorch Python
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Top 5 Python self-play 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.

  • DI-star

    An artificial intelligence platform for the StarCraft II with large-scale distributed training and grand-master agents.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

    InfluxDB logo

  • LightZero

    [NeurIPS 2023 Spotlight] LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios

    • Project mention: LightZero: Sailing with MCTS, turns the vision of decision intelligence into reality | /r/reinforcementlearning | 2023-06-06

  • SPIN

    The official implementation of Self-Play Fine-Tuning (SPIN) (by uclaml)

    • Project mention: FLaNK Stack Weekly 19 Feb 2024 | dev.to | 2024-02-19

  • space-war-rl

    Recreating Bill Seiler's 1985 version of Space War and training RL agents with Self-Play

    • Project mention: Adding Weapons | dev.to | 2024-01-24

    The SpaceEntity base class represents flying objects in space. See space_war/sim/base.py for the full source

  • SaaSHub

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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).

Python self-play related posts

Index

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

Project Stars
1 DI-engine 2,553
2 DI-star 1,162
3 LightZero 875
4 SPIN 782
5 space-war-rl 4

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