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Top 12 gym-environment open source projects

Scalable Implementation of Neural Fictitous Self-Play

✭ 52

python machine-learning games reinforcement-learning deep-learning reinforcement-learning-algorithms game-theory gym-environment

2048-Gym

This projects aims to use reinforcement learning algorithms to play the game 2048.

✭ 68

python machine-learning reinforcement-learning openai-gym artificial-intelligence 2048 ddqn gym-environment

stadium

A graphical interface for reinforcement learning and gym-based environments. Integrates tensorboard and various configuration utilities for ease of usage.

✭ 26

python HTML gui gym-environment ppo open-ai-gym stable-baselines rl-environments

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.

✭ 108

python reinforcement-learning computer-vision robotics mujoco gym-environment pick-and-place

mgym

A collection of multi-agent reinforcement learning OpenAI gym environments

✭ 41

python reinforcement-learning gym multiagent multiagent-reinforcement-learning gym-environment

gym-microrts-paper-sb3

RL agent to play μRTS with Stable-Baselines3 and PyTorch

✭ 21

python reinforcement-learning pytorch real-time-strategy gym-environment ppo reinforcement-learning-agent

rocket-league-gym

A Gym-like environment for Reinforcement Learning in Rocket League

✭ 107

python Batchfile reinforcement-learning rocket-league hacktoberfest gym-environment

obstacle-env

An environment for an obstacle avoidance task

✭ 30

python reinforcement-learning obstacle-avoidance gym-environment

gym-cryptotrading

OpenAI Gym Environment API based Bitcoin trading environment

✭ 111

python reinforcement-learning bitcoin cryptocurrency gym trading-simulator gym-environment

trading gym

a unified environment for supervised learning and reinforcement learning in the context of quantitative trading

✭ 36

python reinforcement-learning deep-learning quant ddpg quantitative-trading gym-environment ppo

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)

✭ 196

python simulator crypto reinforcement-learning trading openai-gym forex stocks backtesting metatrader5 gym-environment trading-environment trading-algorithm

gym example

An example implementation of an OpenAI Gym environment used for a Ray RLlib tutorial

✭ 25

python Jupyter Notebook machine-learning reinforcement-learning ray gym-environment rllib

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