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Search results for python openai gym

274 search results found

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)

Noreward Rl ⭐ 1,315

[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning

Rl Baselines Zoo ⭐ 1,025

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

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

Rl Book ⭐ 794

Source codes for the book "Reinforcement Learning: Theory and Python Implementation"

Rex Gym ⭐ 759

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

Super Mario Bros Ppo Pytorch ⭐ 692

Proximal Policy Optimization (PPO) algorithm for Super Mario Bros

Hands On Reinforcement Learning With Python ⭐ 665

Hands-On Reinforcement Learning with Python, published by Packt

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

Pybullet Gym ⭐ 548

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

Rl_a3c_pytorch ⭐ 535

A3C LSTM Atari with Pytorch plus A3G design

Repo containing code for multi-agent deep reinforcement learning (MADRL).

Pytorch Blender ⭐ 510

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

Gym Starcraft ⭐ 505

StarCraft environment for OpenAI Gym, based on Facebook's TorchCraft. (In progress)

Gym Super Mario Bros ⭐ 496

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

Neuron_poker ⭐ 457

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

A collection of multi agent environments based on OpenAI gym.

Train robotic agents to learn pick and place with deep learning for vision-based manipulation in PyBullet. Transporter Nets, CoRL 2020.

Tensorflow Tutorial Samples ⭐ 356

TensorFlow2教程 TensorFlow 2.0 Tutorial 入门教程实战案例

Pytorch Rl ⭐ 356

This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch

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)

Hands On Intelligent Agents With Openai Gym ⭐ 280

Code for Hands On Intelligent Agents with OpenAI Gym book to get started and learn to build deep reinforcement learning agents using PyTorch

Deep Rl ⭐ 270

Collection of Deep Reinforcement Learning algorithms

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

Gym Electric Motor ⭐ 250

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

A3c_continuous ⭐ 248

A continuous action space version of A3C LSTM in pytorch plus A3G design

A universal flight control tuning framework

Reinforcement Learning Kr ⭐ 238

[파이썬과 케라스로 배우는 강화학습] 예제

Deep Reinforcement Learning Gym ⭐ 235

Deep reinforcement learning model implementation in Tensorflow + OpenAI gym

Robo Gym ⭐ 226

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

Stable Baselines ⭐ 221

Mirror of Stable-Baselines: a fork of OpenAI Baselines, implementations of reinforcement learning algorithms

Pytorch Ddpg ⭐ 207

Implementation of the Deep Deterministic Policy Gradient (DDPG) using PyTorch

Drl_grasping ⭐ 196

Deep Reinforcement Learning for Robotic Grasping from Octrees

Jiminy: a fast and portable Python/C++ simulator of poly-articulated robots with OpenAI Gym interface for reinforcement learning

Simglucose ⭐ 191

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

Forex trading simulator environment for OpenAI Gym, observations contain the order status, performance and timeseries loaded from a CSV file containing rates and indicators. Work In Progress

A bare-bones Python library for quality diversity optimization.

Dist Dqn ⭐ 181

Multi-GPU reinforcement learning using Deep Q-Network in TensorFlow for OpenAI Gym

Gym Extensions ⭐ 181

This repo is intended as an extension for OpenAI Gym for auxiliary tasks (multitask learning, transfer learning, inverse reinforcement learning, etc.)

Reinforcement learning algorithms implemented for Tensorflow 2.0+ [DQN, DDPG, AE-DDPG, SAC, PPO, Primal-Dual DDPG]

Tensorflow Rl ⭐ 173

Implementations of deep RL papers and random experimentation

Dmc2gym ⭐ 164

OpenAI Gym wrapper for the DeepMind Control Suite

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

Reinforcement_learning ⭐ 149

Implementation of selected reinforcement learning algorithms in Tensorflow. A3C, DDPG, REINFORCE, DQN, etc.

An OpenAi Gym environment for the Job Shop Scheduling problem.

Raveforce ⭐ 126

RaveForce - An OpenAI Gym style toolkit for music generation experiments.

Overcoming Exploration From Demos ⭐ 117

Implementation of the paper "Overcoming Exploration in Reinforcement Learning with Demonstrations" Nair et al. over the HER baselines from OpenAI

DQN implementation in Keras + TensorFlow + OpenAI Gym

🃏 OpenAI Gym No Limit Texas Hold 'em Environment for Reinforcement Learning

Cartpole ⭐ 111

OpenAI's cartpole env solver.

Openaigym.jl ⭐ 103

OpenAI's Gym binding for Julia

Openmodelica Microgrid Gym ⭐ 103

OpenModelica Microgrid Gym (OMG): An OpenAI Gym Environment for Microgrids

Deep Reinforcement Learning In Large Discrete Action Spaces ⭐ 102

Implementation of the algorithm in Python 3, TensorFlow and OpenAI Gym

Gym_trading ⭐ 89

Drqn Tensorflow ⭐ 88

Deep recurrent Q Learning using Tensorflow, openai/gym and openai/retro

Ddpg_biped ⭐ 88

Repository for Planar Bipedal walking robot in Gazebo environment using Deep Deterministic Policy Gradient(DDPG) using TensorFlow.

Rl Examples ⭐ 88

Examples of published reinforcement learning algorithms in recent literature implemented in TensorFlow

Reinforcementlearning Atarigame ⭐ 87

Pytorch LSTM RNN for reinforcement learning to play Atari games from OpenAI Universe. We also use Google Deep Mind's Asynchronous Advantage Actor-Critic (A3C) Algorithm. This is much superior and efficient than DQN and obsoletes it. Can play on many games

Openaigym ⭐ 86

Solving OpenAI Gym problems.

This is a framework for the research on multi-agent reinforcement learning and the implementation of the experiments in the paper titled by ''Shapley Q-value: A Local Reward Approach to Solve Global Reward Games''.

Combining deep learning and reinforcement learning.

Gym Mupen64plus ⭐ 80

An OpenAI Gym environment wrapper for the Mupen64Plus N64 emulator

Banana Gym ⭐ 80

A simple stochastic OpenAI environment for training RL agents

Tiny Dqn ⭐ 78

A tiny implementation of Deep Q Learning, using TensorFlow and OpenAI gym

Reinforcement Learning implementations and research prototyping in TensorFlow

Cs234 Reinforcement Learning Winter 2019 ⭐ 73

My Solutions of Assignments of CS234: Reinforcement Learning Winter 2019

Atari Pong ⭐ 71

Neural Networks For Playing Pong

Slitherin ⭐ 70

AI research environment for the game of Snake 🐍 .

Distributed_rl ⭐ 66

Pytorch implementation of distributed deep reinforcement learning

Parallel Trpo ⭐ 66

A parallel version of Trust Region Policy Optimization

Pybullet_multigoal_gym ⭐ 65

Pybullet version of the multigoal robotics environment from OpenAI Gym

Gym environments and agents for autonomous driving.

AirSim with openAI gym and keras-rl integration for autonomous copter RL

A platform to test reinforcement learning policies in the datacenter setting.

Techcircle_openai_handson ⭐ 59

Tech-Circle OpenAI Handson Repository

Gym Bandits ⭐ 59

Bandits Environments for the OpenAI Gym

Bullet Gym ⭐ 55

Experimental (stable, go here: https://github.com/benelot/pybullet-gym) repository of OpenAI Gym environments implemented with Bullet Physics using pybullet.

Gym 2048 ⭐ 54

Open AI gym environment for the game 2048

Open-source library for a reinforcement learning research.

Convert DeepMind Control Suite to OpenAI gym environments.

Vizdoomgym ⭐ 50

OpenAI Gym wrapper for ViZDoom enviroments

Carla Rl ⭐ 50

Reinforcement Learning Agents Trained in the CARLA Simulator

Tf A3c Gpu ⭐ 48

Tensorflow implementation of A3C algorithm

A library for reinforcement learning research

Td3 Pytorch Bipedalwalker V2 ⭐ 47

Twin Delayed DDPG (TD3) PyTorch solution for Roboschool and Box2d environment

Min Decision Transformer ⭐ 47

Minimal implementation of Decision Transformer: Reinforcement Learning via Sequence Modeling in PyTorch for mujoco control tasks in OpenAI gym

RainBow, Tensorflow

Async Rl ⭐ 44

Variation of "Asynchronous Methods for Deep Reinforcement Learning" with multiple processes generating experience for agent (Keras + Theano + OpenAI Gym)[1-step Q-learning, n-step Q-learning, A3C]

Async Deeprl ⭐ 44

Playing Atari games with TensorFlow implementation of Asynchronous Deep Q-Learning

Yawning Titan ⭐ 43

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

Gym Pull ⭐ 43

Add-on for OpenAI Gym that supports automatic downloading of user environments.

Coord Sim ⭐ 41

Lightweight flow-level simulator for inter-node network and service coordination (e.g., in cloud/edge computing or NFV).

PySC2 OpenAI Gym Environments

Reinforcement Learning Project ⭐ 41

PyTorch implementation of Proximal Policy Optimization

Reinforcement Learning With Tensorflow ⭐ 39

Reinforcement Learning with TensorFlow, published by Packt

Gym Hybrid ⭐ 36

Collection of OpenAI parametrized action-space environments.

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