Python gym-environment

Open-source Python projects categorized as gym-environment

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.

  • 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.

  • 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.

    Project mention: Trading Environment for Reinforcement Learning - Documentation available | /r/quant | 2023-04-25

    Documentation | GitHub repo

  • rocket-league-gym

    A Gym-like environment for Reinforcement Learning in Rocket League

  • 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.

  • gym-multigrid

    Lightweight multi-agent gridworld Gym environment

  • Shimmy

    An API conversion tool for popular external reinforcement learning environments

    Project mention: Shimmy 1.0: Gymnasium & PettingZoo bindings for popular external RL environments | /r/reinforcementlearning | 2023-04-25

    Check out our blog post or release notes for more details. Our documentation website at https://shimmy.farama.org/, containing an overview of each environment with screenshots, installation instructions, full usage scripts, and API information.

  • endless-memory-gym

    Challenging Memory-based Deep Reinforcement Learning Agents

  • gym-simplegrid

    Simple Gridworld Gymnasium Environment

  • 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.

  • gym-md

    MiniDungeons for OpenAI Gym

  • santorini-RL

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

  • SaaSHub

    SaaSHub - Software Alternatives and Reviews. SaaSHub helps you find the best software and product alternatives

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). The latest post mention was on 2023-11-27.

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 2,648
2 HighwayEnv 2,300
3 rex-gym 957
4 gym-mtsim 380
5 MuJoCo_RL_UR5 303
6 Gym-Trading-Env 202
7 rocket-league-gym 191
8 gym-multigrid 175
9 Shimmy 114
10 endless-memory-gym 65
11 gym-simplegrid 33
12 quantum-arch-search 29
13 loopquest 26
14 RayEnvWrapper 21
15 pyreason-gym 17
16 Wave-Defense-Learning-Environment 13
17 multirotor 11
18 gym-woodoku 3
19 gym-md 2
20 santorini-RL 1
SaaSHub - Software Alternatives and Reviews
SaaSHub helps you find the best software and product alternatives
www.saashub.com