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Search results for gym environment

gym-environment x

125 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.

Macad Gym ⭐ 224

Multi-Agent Connected Autonomous Driving (MACAD) Gym environments for Deep RL. Code for the paper presented in the Machine Learning for Autonomous Driving Workshop at NeurIPS 2019:

Mo Gymnasium ⭐ 213

Multi-objective Gymnasium environments for reinforcement learning

Vectorizedmultiagentsimulator ⭐ 210

VMAS is a vectorized framework designed for efficient Multi-Agent Reinforcement Learning benchmarking. It is comprised of a vectorized 2D physics engine written in PyTorch and a set of challenging multi-robot scenarios. Additional scenarios can be implemented through a simple and modular interface.

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.

Gym Continuousdoubleauction ⭐ 87

A custom MARL (multi-agent reinforcement learning) environment where multiple agents trade against one another (self-play) in a zero-sum continuous double auction. Ray [RLlib] is used for training.

Racecar_gym ⭐ 87

A gym environment for a miniature racecar using the pybullet physics engine.

Gym Multigrid ⭐ 81

Lightweight multi-agent gridworld Gym environment

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

Endless Memory Gym ⭐ 65

Challenging Memory-based Deep Reinforcement Learning Agents

Gym Games ⭐ 65

A gymnasium version of various games for reinforcement learning.

Gym environments and agents for autonomous driving.

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.

NLPGym - A toolkit to develop RL agents to solve NLP tasks.

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

Drl For Path Planning ⭐ 37

深度强化学习路径规划, SAC路径规划, Soft Actor-Critic算法, SAC-pytorch，激光雷达Lidar避障

🎳 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

Gymwebsite ⭐ 33

This repository contains the source code for a gym website, implemented as a single page application (SPA) using HTML, CSS, and JavaScript.

A collection of multi-agent reinforcement learning OpenAI gym environments

Optical Rl Gym ⭐ 31

Set of reinforcement learning environments for optical networks

2048_env ⭐ 29

2048 environment for Reinforcement Learning and DQN algorithm

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

Loopquest ⭐ 26

A Production Tool for Embodied AI

Obstacle Env ⭐ 26

An environment for an obstacle avoidance task

Seoul AI Gym is a toolkit for developing AI algorithms.

Rl Policies Attacks Defenses ⭐ 26

Adversarial attacks on Deep Reinforcement Learning (RL)

Implementations of a large collection of reinforcement learning algorithms.

Trading_gym ⭐ 25

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

Gym_multirotor ⭐ 25

Multi-rotor Gym

Reinforcementlearning Algotrading ⭐ 23

Code for thesis project on applying reinforcement learning to algorithmic trading

Gym Locm ⭐ 23

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

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

Unav Sim ⭐ 23

Visually Realistic Underwater Robotics Simulator UNav-Sim

Graph Env ⭐ 20

Reinforcement learning for combinatorial optimization over directed graphs

Gym Cellular Automata ⭐ 19

Cellular Automata Environments for Reinforcement Learning

Gym Microrts Paper Sb3 ⭐ 19

RL agent to play μRTS with Stable-Baselines3 and PyTorch

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.

Gym_example ⭐ 15

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

Rayenvwrapper ⭐ 15

OpenAi's gym environment wrapper to vectorize them with Ray

Wave Defense Learning Environment ⭐ 14

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

Gym Alttp Gridworld ⭐ 14

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

Dyna Gym ⭐ 14

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

Btc_rl_trading_bot ⭐ 14

A trading bitcoin agent was created with deep reinforcement learning implementations.

Stochastic Muzero ⭐ 14

Pytorch Implementation of Stochastic MuZero for gym environment. This algorithm is capable of supporting a wide range of action and observation spaces, including both discrete and continuous variations.

Intellihealer ⭐ 13

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

Pyreason Gym ⭐ 12

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

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.

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)

Simulink_gym ⭐ 9

Gym Interface Wrapper for Simulink Models

Slimebot Volleyball ⭐ 9

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

Spacefortress ⭐ 9

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

Stable Gym ⭐ 9

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

Pytorcs Docker ⭐ 9

Docker-based, OpenAI Gym-like torcs environment with vision.

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

Gym Panda ⭐ 8

An OpenAI Gym Env for Panda

A toolkit for working with RDDL domains in Python3.

Gridworld ⭐ 8

OpenAI gym-based algorithm for the grid world problem

Panda Gazebo ⭐ 7

A reinforcement learning-oriented Panda Emika Franka gazebo simulation.

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

Gym Fightingice ⭐ 7

Official gym API for game FightingICE.

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.

1-100 of 125 search results

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