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Top 124 openai-gym open source projects

Gym Super Mario Bros

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

✭ 352

python openai-gym

Gym Miniworld

Simple 3D interior simulator for RL & robotics research

✭ 338

python deep-learning reinforcement-learning robotics simulation openai-gym

Reco Gym

Code for reco-gym: A Reinforcement Learning Environment for the problem of Product Recommendation in Online Advertising

✭ 314

jupyter-notebook pytorch openai-gym recommendation-system

Neuron poker

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

✭ 299

python neural-network reinforcement-learning openai-gym poker

Reinforcement Learning Kr

[파이썬과 케라스로 배우는 강화학습] 예제

✭ 282

python dqn openai-gym policy-gradient actor-critic

Deep Rl

Collection of Deep Reinforcement Learning algorithms

✭ 280

python reinforcement-learning openai-gym

Pytorch Ddpg

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

✭ 272

python pytorch deep-reinforcement-learning openai-gym ddpg

Pytorch Blender

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

✭ 272

python pytorch reinforcement-learning blender openai-gym

OpenAIGym.jl

OpenAI's Gym binding for Julia

✭ 97

julia reinforcement-learning openai-gym julialang

inv rl

Inverse Reinforcement Learning Argorithms

✭ 34

python reinforcement-learning chainer openai-gym inverse-reinforcement-learning

a3c

PyTorch implementation of "Asynchronous advantage actor-critic"

✭ 21

Jupyter Notebook python openai-gym pytorch a3c

RL-2018

Reinforcement Learning at UCLA IPAM RIPS 2018

✭ 15

TeX python Jupyter Notebook Batchfile machine-learning reinforcement-learning machine-learning-algorithms openai-gym q-learning

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

atc-reinforcement-learning

Reinforcement learning for an air traffic control task. OpenAI gym based simulation.

✭ 37

Jupyter Notebook python aviation machine-learning reinforcement-learning neural-network simulation openai-gym atc aircraft air-traffic-control air-traffic-management aircraft-model

FinRL

FinRL: The first open-source project for financial reinforcement learning. Please star. 🔥

✭ 3,497

Jupyter Notebook python finance deep-reinforcement-learning openai-gym fintech stock-trading multi-agent-learning stock-markets pythorch tensorflow2 drl-trading-agents drl-algorithms finrl-library drl-framework trading-tasks

rlflow

A TensorFlow-based framework for learning about and experimenting with reinforcement learning algorithms

✭ 20

python tensorflow deep-reinforcement-learning openai-gym openai-universe

Autonomous-Drifting

Autonomous Drifting using Reinforcement Learning

✭ 83

Jupyter Notebook python C++CMake matlab shell reinforcement-learning deep-reinforcement-learning openai-gym ros dqn gazebo

TF2-RL

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

✭ 160

python reinforcement-learning openai-gym dqn tensorboard ddpg sac ppo tensorflow2 ae-ddpg

jiminy

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

✭ 90

C++python CMake javascript shell powershell HTML machine-learning simulator robotics openai-gym

gym-line-follower

Line follower robot simulator environment for Open AI Gym.

✭ 46

python simulator reinforcement-learning robot openai-gym line-follower pybullet

prl

Open-source library for a reinforcement learning research.

✭ 53

python machine-learning reinforcement-learning deep-learning openai-gym artificial-intelligence neural-networks opium-sh

rl pytorch

Deep Reinforcement Learning Algorithms Implementation in PyTorch

✭ 23

Jupyter Notebook python reinforcement-learning deep-reinforcement-learning openai-gym pytorch random-network-distillation

ddrl

Deep Developmental Reinforcement Learning

✭ 27

C++c CMake python shell caffe reinforcement-learning deep-learning deep-reinforcement-learning openai-gym artificial-intelligence ode openai neural-networks mujoco baselines open-dynamic-engine

dqn-lambda

NeurIPS 2019: DQN(λ) = Deep Q-Network + λ-returns.

✭ 20

python tensorflow deep-reinforcement-learning openai-gym cartpole deep-q-network atari-2600

tf-a3c-gpu

Tensorflow implementation of A3C algorithm

✭ 49

python reinforcement-learning tensorflow openai-gym a3c

Deep-Q-Networks

Implementation of Deep/Double Deep/Dueling Deep Q networks for playing Atari games using Keras and OpenAI gym

✭ 38

python reinforcement-learning deep-learning tensorflow keras deep-reinforcement-learning openai-gym atari

vizdoomgym

OpenAI Gym wrapper for ViZDoom enviroments

✭ 59

python reinforcement-learning openai-gym vizdoom openai-gym-environments

gym-hybrid

Collection of OpenAI parametrized action-space environments.

✭ 26

python reinforcement-learning parametrized openai-gym hybrid openai-gym-environments reinforcement-learning-environments hybrid-action-space parametrized-action-space gym-hybrid

Deep-Reinforcement-Learning-CS285-Pytorch

Solutions of assignments of Deep Reinforcement Learning course presented by the University of California, Berkeley (CS285) in Pytorch framework

✭ 104

python Jupyter Notebook c C++reinforcement-learning deep-learning berkeley deep-reinforcement-learning openai-gym pytorch neural-networks policy-gradient deep-q-learning mujoco model-based-rl actor-critic-algorithm model-free-rl

distributed rl

Pytorch implementation of distributed deep reinforcement learning

✭ 66

python HCL shell Dockerfile distributed-systems reinforcement-learning openai-gym pytorch amazon-web-services deep-q-network r2d2 double-dqn dueling-dqn prioritized-experience-replay ape-x

drl grasping

Deep Reinforcement Learning for Robotic Grasping from Octrees

✭ 160

python shell Dockerfile CMake reinforcement-learning robotics octree deep-reinforcement-learning openai-gym ros gazebo grasping ros2 sim2real domain-randomization gym-ignition stable-baselines3

ga-openai-gym

Usage of genetic algorithms to train a neural network in multiple OpenAI gym environments.

✭ 24

python deep-learning neural-network genetic-algorithm openai-gym cnn pytorch neural-networks genetic-algorithms cartpole-v0 bipedalwalker

coord-sim

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

✭ 33

python Jupyter Notebook simulator simulation network scheduling openai-gym coordination networkx nfv scaling placement simpy load-balancing edge-computing

mdp

Make it easy to specify simple MDPs that are compatible with the OpenAI Gym.

✭ 30

python Jupyter Notebook TeX openai-gym mdp rl

neat-openai-gym

NEAT for Reinforcement Learning on the OpenAI Gym

✭ 19

python reinforcement-learning ai neat openai-gym neuroevolution neat-python

CartPole

Run OpenAI Gym on a Server

✭ 16

python Jupyter Notebook aws reinforcement-learning keras openai-gym openai gym cartpole rl

pytorch-rl

Pytorch Implementation of RL algorithms

✭ 15

python reinforcement-learning deep-learning openai-gym pytorch rl-agents artificial-intelligence dqn reinforcement-learning-algorithms ddpg

Pytorch-RL-CPP

A Repository with C++ implementations of Reinforcement Learning Algorithms (Pytorch)

✭ 73

C++CMake machine-learning google deep-neural-networks reinforcement-learning deep-learning robotics tensorflow keras openai-gym pytorch gan openai gym vae reinforcement-learning-algorithms atari deepmind mujoco

dm2gym

Convert DeepMind Control Suite to OpenAI gym environments.

✭ 76

python machine-learning research reinforcement-learning openai-gym dm-control

sc2gym

PySC2 OpenAI Gym Environments

✭ 50

python openai-gym starcraft-ii sc2 starcraft2 pysc2

FinRL Podracer

Cloud-native Financial Reinforcement Learning

✭ 179

python machine-learning-algorithms deep-reinforcement-learning openai-gym pytorch quant quantitative-finance algorithmic-trading

ddpg biped

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

✭ 65

python CMake reinforcement-learning tensorflow openai-gym ddpg ros-kinetic deep-deterministic-policy-gradient ddpg-algorithm gazebo-simulator bipedal-robots gazebo7

modelicagym

Modelica models integration with Open AI Gym

✭ 53

python Modelica reinforcement-learning openai-gym reinforcement-learning-environments

gym-tetris

An OpenAI Gym interface to Tetris on the NES.

✭ 33

python Makefile tetris openai-gym nes-py

Deep-Reinforcement-Learning-for-Automated-Stock-Trading-Ensemble-Strategy-ICAIF-2020

Live Trading. Please star.

✭ 1,251

Jupyter Notebook python deep-reinforcement-learning openai-gym sharpe-ratio ddpg stock-trading ppo a2c-algorithm ensemble-strategy stock-trading-strategy automated-stock-trading

bark-ml

Gym environments and agents for autonomous driving.

✭ 68

python C++Starlark openai-gym autonomous-driving reinforcement agents gym-environments reinforcement-learning-environments

pong-from-pixels

Training a Neural Network to play Pong from pixels

✭ 25

python machine-learning reinforcement-learning openai-gym atari-pong

gym-cartpole-swingup

A simple, continuous-control environment for OpenAI Gym

✭ 20

python Makefile machine-learning reinforcement-learning openai-gym pytorch reinforcement-learning-environments

rl trading

No description or website provided.

✭ 14

python bot agent reinforcement-learning trading openai-gym algo-trading artificial-neural-networks data-manipulation ppo tensorforce market-profile ohlcv-data rl-trading

iroko

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

✭ 55

python c go shell Makefile emulator machine-learning reinforcement-learning tcp network openai-gym congestion-control datacenter traffic-engineering

gym-R

An R package providing access to the OpenAI Gym API

✭ 21

r reinforcement-learning openai-gym openai-universe

deep rl acrobot

TensorFlow A2C to solve Acrobot, with synchronized parallel environments

✭ 32

python tensorflow deep-reinforcement-learning openai-gym policy-gradient a3c ddpg

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