Python gym-environment

Open-source Python projects categorized as gym-environment
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Topics: reinforcement-learning Gym openai-gym Simulation deep-reinforcement-learning
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Top 20 Python gym-environment Projects

  • rlcard

    Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.

    • Project mention: [P] Looking for RL or rules-based No-Limit Hold 'Em Work | /r/MachineLearning | 2023-06-03

  • HighwayEnv

    A minimalist environment for decision-making in autonomous driving

    • Project mention: Looking for a a tutorial/blog post/ codebase/ anything that deals with highway-env possibly the racetrack variant) with a DQN | /r/reinforcementlearning | 2023-11-27

    More or less what the title says. I have already tried this https://github.com/Farama-Foundation/HighwayEnv/blob/master/scripts/sb3_racetracks_ppo.py, using a dqn from sb3 instead of the ppo but the results weren't good, i'm open to any suggestion.

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  • rex-gym

    OpenAI Gym environments for an open-source quadruped robot (SpotMicro)

  • gym-mtsim

    A general-purpose, flexible, and easy-to-use simulator alongside an OpenAI Gym trading environment for MetaTrader 5 trading platform (Approved by OpenAI Gym)

  • MuJoCo_RL_UR5

    A MuJoCo/Gym environment for robot control using Reinforcement Learning. The task of agents in this environment is pixel-wise prediction of grasp success chances.

  • Gym-Trading-Env

    A simple, easy, customizable Gymnasium environment for trading.

  • rocket-league-gym

    A Gym-like environment for Reinforcement Learning in Rocket League

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  • gym-multigrid

    Lightweight multi-agent gridworld Gym environment

  • Shimmy

    An API conversion tool for popular external reinforcement learning environments

  • endless-memory-gym

    Challenging Memory-based Deep Reinforcement Learning Agents

  • gym-simplegrid

    Simple Gridworld Gymnasium Environment

  • quantum-arch-search

    Cirq/PyTorch implementation of Quantum Architecture Search via Deep Reinforcement Learning by (Kuo et al., 2021)

  • loopquest

    A Production Tool for Embodied AI

    • Project mention: LoopQuest: A Production Tool for Embodied AI | news.ycombinator.com | 2023-10-11

  • RayEnvWrapper

    OpenAi's gym environment wrapper to vectorize them with Ray

  • pyreason-gym

    An OpenAI wrapper for PyReason to use in a Grid World reinforcement learning setting

    • Project mention: Supercharging reinforcement learning with logic | /r/deeplearning | 2023-10-16

    Code for PyReason Gym: https://github.com/lab-v2/pyreason-gym

  • Wave-Defense-Learning-Environment

    A videogame made with PyGame turned into an Open AI Gym Learning Environment for Reinforcement Learning agents.

  • multirotor

    Multicopter UAV simulation for control/RL experiments.

    • Project mention: Show HN: I wrote a multicopter simulation library in Python | news.ycombinator.com | 2023-11-13

    * Documentation: https://multirotor.readthedocs.io/en/latest/

    * Source code: https://github.com/hazrmard/multirotor

    * Demo/Quickstart: https://multirotor.readthedocs.io/en/latest/Quickstart.html

  • gym-woodoku

    It is a reinforcement learning environment for block puzzle games.

  • santorini-RL

    Play the board game Santorini with this Reinforcement Learning agent and custom Gym environment

  • gym-md

    MiniDungeons for OpenAI Gym

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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 gym-environment related posts

Index

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

Project Stars
1 rlcard 2,740
2 HighwayEnv 2,401
3 rex-gym 957
4 gym-mtsim 403
5 MuJoCo_RL_UR5 347
6 Gym-Trading-Env 246
7 rocket-league-gym 195
8 gym-multigrid 185
9 Shimmy 121
10 endless-memory-gym 72
11 gym-simplegrid 39
12 quantum-arch-search 29
13 loopquest 27
14 RayEnvWrapper 22
15 pyreason-gym 21
16 Wave-Defense-Learning-Environment 13
17 multirotor 12
18 gym-woodoku 3
19 santorini-RL 2
20 gym-md 2

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