Top 23 Python openai-gym Projects

• rlcard

  5 2,740 6.2 Python

  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

• gym-anytrading

  2 2,036 4.2 Python

  The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)

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• rl-baselines-zoo

  2 1,106 0.0 Python

  A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.

• Super-mario-bros-PPO-pytorch

  1 970 0.0 Python

  Proximal Policy Optimization (PPO) algorithm for Super Mario Bros

• rex-gym

  1 957 0.0 Python

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

• pybullet-gym

  7 810 0.0 Python

  Open-source implementations of OpenAI Gym MuJoCo environments for use with the OpenAI Gym Reinforcement Learning Research Platform.

Project mention: Well, at least Epic kinda started "promoting" Rocket League inside Fortnite LUL | /r/RocketLeague | 2023-11-07

And when something like "RL/Fortnite Racing" comes out, with shared inventory, it may work as the pilot "beta test" of RL finally working in UE5. At least the game's physics engine (pybullet.org) is independent of the graphics. https://x.com/CactousMan/status/1690437803711320064

• babyai

  1 671 1.7 Python

  BabyAI platform. A testbed for training agents to understand and execute language commands.

  

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• gym-super-mario-bros

  3 663 0.0 Python

  An OpenAI Gym interface to Super Mario Bros. & Super Mario Bros. 2 (Lost Levels) on The NES

• pytorch-blender

  1 549 5.9 Python

  :sweat_drops: Seamless, distributed, real-time integration of Blender into PyTorch data pipelines

• ma-gym

  2 530 4.4 Python

  A collection of multi agent environments based on OpenAI gym.

• skrl

  7 417 8.7 Python

  Modular reinforcement learning library (on PyTorch and JAX) with support for NVIDIA Isaac Gym, Isaac Orbit and Omniverse Isaac Gym

• gym-mtsim

  1 403 5.0 Python

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

• robo-gym

  4 371 0.0 Python

  An open source toolkit for Distributed Deep Reinforcement Learning on real and simulated robots.

  

• drl_grasping

  4 326 0.0 Python

  Deep Reinforcement Learning for Robotic Grasping from Octrees

• stable-baselines

  2 277 0.0 Python

  Mirror of Stable-Baselines: a fork of OpenAI Baselines, implementations of reinforcement learning algorithms (by Stable-Baselines-Team)

  

• simglucose

  1 223 7.2 Python

  A Type-1 Diabetes simulator implemented in Python for Reinforcement Learning purpose

• bark-ml

  1 90 0.0 Python

  Gym environments and agents for autonomous driving.

  

• modelicagym

  1 74 0.0 Python

  Modelica models integration with Open AI Gym

  

• YAWNING-TITAN

  1 52 4.4 Python

  YAWNING TITAN is an abstract, graph based cyber-security simulation environment that supports the training of intelligent agents for autonomous cyber operations.

  

• gym-hybrid

  1 52 0.0 Python

  Collection of OpenAI parametrized action-space environments.

• gym-simplegrid

  2 39 5.3 Python

  Simple Gridworld Gymnasium Environment

• Gym-Stag-Hunt

  1 25 0.0 Python

  A custom reinfrocement learning environment for OpenAI Gym & PettingZoo that implements various Stag Hunt-like social dilemma games.

• RayEnvWrapper

  1 22 2.6 Python

  OpenAi's gym environment wrapper to vectorize them with Ray

• SaaSHub

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Python openai-gym related posts

• Well, at least Epic kinda started "promoting" Rocket League inside Fortnite LUL

  1 project | /r/RocketLeague | 7 Nov 2023

• Tensorflow and OpenAI Gym for Multi-Agent Reinforcement Learning?

  1 project | /r/tensorflow | 21 Apr 2023

• Isaac Gym with Off-policy Algorithms

  1 project | /r/reinforcementlearning | 10 Apr 2023

• Is there a single-task, multi-scene environment using continuous action spaces like gym-super-mario-bros？

  2 projects | /r/reinforcementlearning | 19 Mar 2023

• Choosing a framework in 2023

  3 projects | /r/reinforcementlearning | 28 Feb 2023

• What is the limit on parallel environments?

  4 projects | /r/reinforcementlearning | 25 Jan 2023

• I have a PPO implementation but I am pretty sure it wrong. I need this correct because I would like to add LSTM layer over this. Could someone have a look?

  1 project | /r/reinforcementlearning | 13 Jan 2023
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