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Search results for reinforcement learning gym environment

gym-environment x

reinforcement-learning x

79 search results found

Highwayenv ⭐ 2,417

A minimalist environment for decision-making in autonomous driving

Rlcard ⭐ 2,260

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

Gym Anytrading ⭐ 1,751

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

Vizdoom ⭐ 1,687

Reinforcement Learning environments based on the 1993 game Doom :godmode:

Rainbow Is All You Need ⭐ 1,637

Rainbow is all you need! A step-by-step tutorial from DQN to Rainbow

Scalable, event-driven, deep-learning-friendly backtesting library

Spot_mini_mini ⭐ 783

Dynamics and Domain Randomized Gait Modulation with Bezier Curves for Sim-to-Real Legged Locomotion.

Rex Gym ⭐ 759

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

David Silver Reinforcement Learning ⭐ 509

Notes for the Reinforcement Learning course by David Silver along with implementation of various algorithms.

Neuron_poker ⭐ 457

Texas holdem OpenAi gym poker environment with reinforcement learning based on keras-rl. Includes virtual rendering and montecarlo for equity calculation.

Obstacle Tower Env ⭐ 453

Obstacle Tower Environment

Ns3 Gym ⭐ 427

ns3-gym - The Playground for Reinforcement Learning in Networking Research

Pokerrl ⭐ 380

Framework for Multi-Agent Deep Reinforcement Learning in Poker

Gym Mtsim ⭐ 327

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

Gym Electric Motor ⭐ 250

Gym Electric Motor (GEM): An OpenAI Gym Environment for Electric Motors

Grid2op ⭐ 249

Grid2Op a testbed platform to model sequential decision making in power systems.

Metagym ⭐ 225

Collection of Reinforcement Learning / Meta Reinforcement Learning Environments.

Mo Gymnasium ⭐ 213

Multi-objective Gymnasium environments for reinforcement learning

Neuro Nav ⭐ 185

A library for neuroscience-inspired navigation and decision making research.

Rocket League Gym ⭐ 181

A Gym-like environment for Reinforcement Learning in Rocket League

Mujoco_rl_ur5 ⭐ 171

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 ⭐ 165

A simple, easy, customizable Gymnasium environment for trading.

A large-scale benchmark for co-optimizing the design and control of soft robots, as seen in NeurIPS 2021.

Hierarchical Actor Critic Hac Pytorch ⭐ 154

PyTorch implementation of Hierarchical Actor Critic (HAC) for OpenAI gym environments

POGEMA stands for Partially-Observable Grid Environment for Multiple Agents. This is a grid-based environment that was specifically designed to be flexible, tunable and scalable. It can be tailored to a variety of PO-MAPF settings.

Ratinabox ⭐ 135

A python package for modelling locomotion in complex environments and spatially/velocity selective cell activity.

Partially Observable Process Gym

Gym Anm ⭐ 111

Design Reinforcement Learning environments that model Active Network Management (ANM) tasks in electricity distribution networks.

An API conversion tool for popular external reinforcement learning environments

Pypownet ⭐ 95

A power network simulator with a Reinforcement Learning-focused usage.

2048 Gym ⭐ 81

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

Gym Mupen64plus ⭐ 80

An OpenAI Gym environment wrapper for the Mupen64Plus N64 emulator

Neural Fictitous Self Play ⭐ 67

Scalable Implementation of Neural Fictitous Self-Play

Gym Games ⭐ 65

A gymnasium version of various games for reinforcement learning.

Gym Cryptotrading ⭐ 58

OpenAI Gym Environment API based Bitcoin trading environment

Bullet Safety Gym ⭐ 51

An open-source framework to benchmark and assess safety specifications of Reinforcement Learning problems.

Driver Dojo ⭐ 51

A benchmark towards generalizable reinforcement learning for autonomous driving.

Easily implement custom Gymnasium environments for real-time applications

Pyrddlgym ⭐ 43

A toolkit for auto-generation of OpenAI Gym environments from RDDL description files.

Reinforce ⭐ 40

Reinforcement learning in haskell

🎳 Environments for Reinforcement Learning

Easyagents ⭐ 33

Reinforcement Learning for Practitioners.

Reinforcement Learning ⭐ 33

Reinforcement Learning Examples Of Policy Gradients, PPO+GAE, and DDQN Using OpenAI Gym and PyTorch

Optical Rl Gym ⭐ 31

Set of reinforcement learning environments for optical networks

A collection of multi-agent reinforcement learning OpenAI gym environments

A High Level Python Deep Reinforcement Learning library. Great for beginners, prototyping and quickly comparing algorithms

2048_env ⭐ 29

2048 environment for Reinforcement Learning and DQN algorithm

Loopquest ⭐ 26

A Production Tool for Embodied AI

Seoul AI Gym is a toolkit for developing AI algorithms.

Obstacle Env ⭐ 26

An environment for an obstacle avoidance task

Rl Policies Attacks Defenses ⭐ 26

Adversarial attacks on Deep Reinforcement Learning (RL)

Implementations of a large collection of reinforcement learning algorithms.

Gym_multirotor ⭐ 25

Multi-rotor Gym

Trading_gym ⭐ 25

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

Unav Sim ⭐ 23

Visually Realistic Underwater Robotics Simulator UNav-Sim

Gym Locm ⭐ 23

OpenAI Gym environments for Legends of Code and Magic, a collectible card game designed for AI research

Reinforcementlearning Algotrading ⭐ 23

Code for thesis project on applying reinforcement learning to algorithmic trading

Graph Env ⭐ 20

Reinforcement learning for combinatorial optimization over directed graphs

Gym Microrts Paper Sb3 ⭐ 19

RL agent to play μRTS with Stable-Baselines3 and PyTorch

Gym Cellular Automata ⭐ 19

Cellular Automata Environments for Reinforcement Learning

Gym Simplegrid ⭐ 18

Simple Gridworld Gymnasium Environment

Rocket_lander_gym ⭐ 16

💥💥 This is a easy installable extension for OpenAi Gym Environment. This simulates SpaceX Falcon landing.

Rayenvwrapper ⭐ 15

OpenAi's gym environment wrapper to vectorize them with Ray

Gym_example ⭐ 15

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

Dyna Gym ⭐ 14

This is a pip package implementing Reinforcement Learning algorithms in non-stationary environments supported by the OpenAI Gym toolkit.

Gym Alttp Gridworld ⭐ 14

A gym environment for Stuart Armstrong's model of a treacherous turn.

Wave Defense Learning Environment ⭐ 14

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

Intellihealer ⭐ 13

IntelliHealer: An imitation and reinforcement learning platform for self-healing distribution networks

Deformable_gym ⭐ 12

A collection of RL gym environments built with PyBullet. In these environments, the agent needs to learn to grasp deformable object such as shoe insoles or pillows.

Pyreason Gym ⭐ 12

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

Official code implementation of "Tree-based Focused Web Crawling with Reinforcement Learning" and the TRES framework

Recommendation Gym ⭐ 9

MovieLens recommendation system using reinforcement learning (GYM + PPO)

Slimebot Volleyball ⭐ 9

3D gym environments to train RL agents to play the Slime Volleyball game in 3 dimensions using Webots as simulator.

Simulink_gym ⭐ 9

Gym Interface Wrapper for Simulink Models

Stable Gym ⭐ 9

This package contains several gymnasium environments with positive definite cost functions, designed for compatibility with stable RL agents.

Spacefortress ⭐ 9

OpenAI Gym compatible reinforcement learning environment for Space Fortress https://arxiv.org/abs/1809.02206

Gym Panda ⭐ 8

An OpenAI Gym Env for Panda

A gym environment for the research which apply the reinforcement learning algorithm to the RNA structure prediction

Drone 2d Custom Gym Env For Reinforcement Learning ⭐ 7

OpenAI Gym environment designed for training RL agents to control the flight of a two-dimensional drone.

Gym Retro Template ⭐ 7

One-click setup for OpenAI Gym Retro on FloydHub

Trading Gymnasium ⭐ 7

OpenAI gym environments for training RL Agents on @OpenBB-finance Data

Panda Gazebo ⭐ 7

A reinforcement learning-oriented Panda Emika Franka gazebo simulation.

Gym Multilayerthinfilm ⭐ 6

The proposed OpenAI gym environment utilizes a parallelized transfer-matrix method (TMM) to implement the optimization of multi-layer thin films as parameterized Markov decision processes. Developed by Heribert Wankerl (@HarryTheBird) in cooperation with Alexander Luce (@Nerrror).

Reality as a Service: OpenAI Gym environments in real life

Haxballgym ⭐ 6

OpenAI Gym environment for the game HaxBall

Mancala board game, written in python. The rule is Kalah and can be extended.

Relentlessly learning, persistently failing, but never surrendering.

OpenAI GYM environment for 6-DOF Helicopter simulation

Learning Complex Group Behaviours In A Multi Agent Competitive Environment ⭐ 6

EE485 research project

Pytorch Implementation of MuZero for gym environment. It support any Discrete , Box and Box2D configuration for the action space and observation space.

Kristools ⭐ 6

Clustor deployable custom DDPG algorithm for Multi Agent RL impleted in Tensorflow

RL Agent for Atari Game Pong

Beating Atari With Natural Language Guided Rl ⭐ 5

This repository is the implementation of the paper "Beating Atari with Natural Language Guided Reinforcement Learning"

Deep Q Learning Atari Pytorch ⭐ 5

Reinforcement Learning on Atari Games and Control

Mountain_car Openai Gym ⭐ 5

solution to mountain car problem of OpenAI Gym

Multi Level Rl For Robotics ⭐ 5

A library for training robots using RL under the scheme of multi-level RL.

Frozenlake V1 ⭐ 5

The FrozenLake Environment Project using OpenAI gym

Env_build ⭐ 5

The repo develops a general and extensible RL environment for large-scale autonomous driving tasks.

Gym environment which simulates intraday trading

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