Projects in Awesome Lists tagged with openai-gym

https://github.com/wenkesj/mario

Super Mario Reinforcement Learning from Demonstration

deep-learning openai-gym reinforcement-learning tensorflow tensorforce

Last synced: 10 Nov 2024

https://github.com/zoq/gym_tcp_api

gym tcp api

distributed-actors elixir openai-gym reinforcement-learning

Last synced: 08 Nov 2024

https://github.com/maxstrange/retrowrapper

Wrapper for OpenAI Retro envs for parallel execution

deep-learning openai-gym reinforcement-learning retro

Last synced: 08 Nov 2024

https://github.com/kautenja/gym-zelda-1

An OpenAI Gym interface to The Legend of Zelda on the NES.

nes-py openai-gym the-legend-of-zelda

Last synced: 27 Oct 2024

https://github.com/0xangelo/gym-cartpole-swingup

A simple, continuous-control environment for OpenAI Gym

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

Last synced: 27 Oct 2024

https://github.com/iamlucaswolf/gym-chess

OpenAI Gym environments for Chess

chess openai-gym python3 reinforcement-learning

Last synced: 22 Nov 2024

https://github.com/spolu/gym_fuzz1ng

OpenAI Gym environment for binary fuzzing based on afl

afl deep-learning fuzzing openai-gym

Last synced: 15 Oct 2024

https://github.com/paulhendricks/gym-r

An R package providing access to the OpenAI Gym API

openai-gym openai-universe r reinforcement-learning

Last synced: 02 Nov 2024

https://github.com/perseus784/vehicle_overtake_double_dqn

A Reinforcement Learning agent to perform overtaking action using Double DQN based CNNs which takes images as input built using TensorFlow.

cnn deep-reinforcement-learning double-dqn double-q-learning openai openai-gym openai-gym-environments

Last synced: 11 Nov 2024

https://github.com/en10/cartpole

Run OpenAI Gym on a Server

aws cartpole gym keras openai openai-gym reinforcement-learning rl

Last synced: 05 Dec 2024

https://github.com/andi611/dqn-deep-q-network-atari-breakout-tensorflow

Training a vision-based agent with the Deep Q Learning Network (DQN) in Atari's Breakout environment, implementation in Tensorflow.

agent atari atari-breakout breakout deep-q-learning deep-q-learning-network deep-q-network deep-qlearning-algorithm deep-qnetworks dqn mlds mlds17-machine-learning-course mlds2018spring openai-gym openai-gym-agents openai-gym-environments openai-gym-solutions reinforcement-learning tensorflow tensorflow-models

Last synced: 14 Oct 2024

https://github.com/omerbsezer/policygradient_ponggame

Pong Game problem solving using RL - Policy Gradient with OpenAI Gym Framework and Tensorflow

openai-gym policy-gradient reinforcement-learning

Last synced: 11 Nov 2024

https://github.com/qasimwani/policy-value-methods

Deep Reinforcement Learning algorithms for Policy Value methods written from scratch.

a3c-lstm actor-critic algorithms augmented-random-search ddpg deep-neural-networks deep-reinforcement-learning evolutionary-algorithms openai-gym policy-gradient proximal-policy-optimization reinforce td3

Last synced: 07 Nov 2024

https://github.com/modanesh/anomalous_rl_envs

Anomalous versions of OpenAI Gym and PyBullet3 environments

anomaly-detection openai-gym pybullet reinforcement-learning rl

Last synced: 24 Nov 2024

https://github.com/soumik12345/twin-delayed-ddpg

Pytorch Implementation of Twin Delayed Deep Deterministic Policy Gradients for Continuous Control

box2d deeplearning openai-gym pytorch reinforcement-learning

Last synced: 24 Oct 2024

https://github.com/praveen-palanisamy/webgym

WebGym: Web-browser-based tasks for RL Agents

openai-gym reinforcement-learning reinforcement-learning-environments web-rl webgym

Last synced: 19 Nov 2024

https://github.com/dsgiitr/rl_2048

Implementation of Deep Q-network to play the game 2048 using Keras.

2048-game dqn keras openai-gym reinforcement-learning

Last synced: 16 Nov 2024

https://github.com/sharif1093/digideep

A Deep Reinforcement Learning (DeepRL) package for RL algorithm developers.

ddpg deep-reinforcement-learning dm-control openai-gym ppo pytorch reinforcement-learning sac

Last synced: 27 Nov 2024

https://github.com/aserhiychuk/pyreinforce

Deep Reinforcement Learning library for Python

ai atari machine-learning neural-networks openai-gym python reinforcement-learning tensorflow

Last synced: 01 Nov 2024

https://github.com/rickstaa/stable-gym

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

artificial-intelligence gym-environments gymnasium openai-gym reinforcement-learning robustness simulation stability

Last synced: 11 Oct 2024

https://github.com/fedebotu/vision-cartpole-dqn

Implementation of the CartPole from OpenAI's Gym using only visual input for Reinforcement Learning control with DQN

cartpole computer-vision dqn inverted-pendulum model-free model-free-control model-free-rl openai-gym reinforcement-learning vision-cartpole

Last synced: 06 Nov 2024

https://github.com/icoxfog417/chainer_pong

learn pong by chainer

chainer openai-gym reinforcement-learning

Last synced: 05 Nov 2024

https://github.com/ttitcombe/docker_openai_gym

A Docker image for using openai gym with pytorch

docker docker-image dockerfile gym openai openai-gym pytorch pytorch-cpu reinforcement-learning

Last synced: 07 Nov 2024

https://github.com/kanishknavale/ai-for-robot-tasks

This repository implements the use of AI for robot tasks.

artificial-intelligence ddpg-algorithm deep-learning deep-rl numba object-detection object-sorting openai-gym opencv-python parametric-exploration-noise prioritized-experience-replay pyotrch python rai-python reinforcement-learning robotics solidworks trajectory-planning university-project urdf-models

Last synced: 10 Nov 2024

https://github.com/pavelcz/rl-adversarial-attack

Adversarial attacks on deep reinforcement learning

adversarial-attacks adversarial-policies openai-gym reinforcement-learning rl

Last synced: 14 Oct 2024

https://github.com/bhattbhavesh91/whisper-youtube

This repository will guide you to create automatically generate YouTube Transcription using Using OpenAI's Whisper

automatic-speech-recognition ffmpeg openai openai-gym python pytube subtitles whisper youtube youtube-dl

Last synced: 16 Nov 2024

https://github.com/rickstaa/panda-gazebo

A reinforcement learning-oriented Panda Emika Franka gazebo simulation.

emika-franka gazebo gym-environments gymnasium openai-gym panda python reinforcement-learning ros simulation

Last synced: 11 Oct 2024

https://github.com/rebase-energy/enerflow

⚡ Open-source Python framework for modelling sequential decision problems in the energy sector

energy gymnasium modelling openai-gym python sequential-decision-making-problems

Last synced: 18 Sep 2024

https://github.com/williamcorsel/snakebot-gym

Snake Robot Reinforcement Learning Environment

openai-gym ppo pybullet reinforcement-learning robotics snake

Last synced: 05 Nov 2024

https://github.com/campbelljc/gym_nethack

OpenAI gym-like environment for NetHack experiments

gym nethack openai openai-gym python reinforcement-learning

Last synced: 10 Nov 2024

https://github.com/thomashirtz/gym-battleship

Battleship environment for reinforcement learning tasks

adversarial adversarial-machine-learning battleship battleship-environment environment gym-battleship openai openai-gym reinforcement-learning reinforcement-learning-environment

Last synced: 06 Nov 2024

https://github.com/omerbsezer/qlearning_mountaincar

Mountain Car problem solving using RL - QLearning with OpenAI Gym Framework

openai-gym qlearning-algorithm reinforcement-learning

Last synced: 11 Nov 2024

https://github.com/hcnoh/rl-collection-pytorch

A collection of Reinforcement Learning implementations with PyTorch

actor-critic continuous-control deep-learning deep-reinforcement-learning gae generalized-advantage-estimation openai-gym policy-gradient ppo proximal-policy-optimization pytorch reinforcement-learning trpo trust-region-policy-optimization

Last synced: 17 Nov 2024

https://github.com/lgvaz/rlbox

RLbox: Solving OpenAI Gym with TensorFlow

atari continuous-control deep-reinforcement-learning deep-rl dqn mujoco openai-gym ppo proximal-policy-optimization tensorflow

Last synced: 24 Oct 2024

https://github.com/edluffy/tiago_gym

🦾 A ROS package to run Reinforcement Learning experiments, particularly pick and place tasks, on the TIAGo robot.

gazebo openai-gym reinforcement-learning robotics ros tiago-robot

Last synced: 24 Dec 2024

https://github.com/mryellow/gym-mazeexplorer

Maze Exploration OpenAIGym environment

maze maze-explorer openai-gym openai-gym-environments

Last synced: 27 Nov 2024

https://github.com/mryellow/maze_explorer

A simple maze exploration game for AI agents

game maze maze-explorer openai-gym openai-gym-environments

Last synced: 27 Nov 2024

https://github.com/ghubnerr/darwin

A thorough exploration of Reinforcement Learning through OpenAI Gymnasiums. Inspired by OpenAI's "Emergent tool use form multi-agent interaction".

deep-q-learning multi-agent-reinforcement-learning openai-gym reinforcement-learning reinforcement-learning-algorithms

Last synced: 30 Dec 2024

https://github.com/kanishknavale/ddpg-per-pen

The DDPG algorithm incorporates Actor-Critic Deep Learning Agent for solving continuous action reinforcement learning problems.

actor-critic continuous-action-space ddpg ddpg-agent deep-learning deep-reinforcement-learning lunarlandercontinous-v2 openai-gym parameter-noise prioritized-experience-replay python3 pytorch reinforcement-learning

Last synced: 10 Nov 2024

https://github.com/adeshpande3/openai_gym_universe

Playing around with Open AI's reinforcement learning frameworks

machine-learning openai-gym reinforcement-learning

Last synced: 30 Nov 2024

https://github.com/thomashirtz/soft-actor-critic

Implementation of the Soft Actor Critic algorithm using Pytorch.

actor-critic openai-gym reinforcement-learning reinforcement-learning-algorithms

Last synced: 06 Nov 2024

https://github.com/phylliade/vinci

A generic, easy to use, and keras-compatible deep RL framework

ddpg deep-reinforcement-learning keras openai-gym tensorflow visualization

Last synced: 01 Jan 2025

https://github.com/omardelarosa/nes-ai

OpenAI Gym Agents for Nintendo ROMs

agent-based-modeling ai numpy openai-gym python tensorflow

Last synced: 07 Nov 2024

https://github.com/lhvy/taxi-v3-q-learning

A simple Q-learning implementation in OpenAI Gym's "Taxi-v3" environment.

gym machine-learning openai-gym python-3 python3 q-learning reinforcement-learning

Last synced: 24 Oct 2024

https://github.com/ernestum/quadrotorenvironment

OpenAI Gym Environment for Quadrotors

openai-gym openai-gym-environment openai-gym-environments

Last synced: 24 Oct 2024

https://github.com/mauroluzzatto/openai-gym-tictactoe-environment

OpenAI Gym based Tic-Tac-Toe Environment

gym gym-environment openai-gym python reinforcement-learning tic-tac-toe tictactoe-environment

Last synced: 11 Nov 2024

https://github.com/dps0340/dqndemo

Deep Q-Learning from Demonstrations implementation using Pytorch & OpenAI Gym

dqn dqn-pytorch openai-gym reinforcement-learning

Last synced: 15 Oct 2024

https://github.com/rickstaa/stable-learning-control

A framework for training theoretically stable (and robust) Reinforcement Learning control algorithms.

artificial-intelligence control deep-learning framework gaussian-networks gymnasium machine-learning neural-networks openai-gym reinforcement-learning reinforcement-learning-agents reinforcement-learning-algorithms robustness simulation stability

Last synced: 11 Oct 2024

https://github.com/rickstaa/ros-gazebo-gym-ws

A Catkin workspace designed to simplify the setup and use of the ROS Gazebo Gym framework.

framework franka-emika franka-panda gazebo gym gym-environments gymnasium openai-gym panda reinforcement-learning robotics ros simulation

Last synced: 28 Oct 2024

https://github.com/mauroluzzatto/q-learning-demo-play-nchain

This repository contains a Jupyter Notebook with an implemenation of a Q-Learning Agent, which learns to solve the n-Chain OpenAI Gym environment

demo gym jupyter-notebook openai-gym python q-learning q-learning-algorithm reinforcement-learning

Last synced: 11 Nov 2024

https://github.com/rickstaa/ros-gazebo-gym-examples

A set of practical examples showcasing the use of gymnasium environments in the ros-gazebo-gym package.

examples franka-emika franka-panda gazebo gym gym-environments openai-gym panda reinforcement-learning robotics ros simulation

Last synced: 14 Nov 2024

https://github.com/kanishknavale/trajectory-planning-using-her-and-reward-engineering

Trajectory planning based on Reinforcement Learning with Hindsight Experience Replay & Dense Reward Engineering to solve openai-gym robotics "FetchReach-v1" environment using TF2.

fetchreach-v1 hindsight-experience-replay openai-gym openai-gym-robotic-arm python reinforcement-learning reward-engineering td3 tensorflow2

Last synced: 10 Nov 2024

https://github.com/ttitcombe/cartpoleswingup

Custom environment for OpenAI gym

cartpole cartpole-environment cartpole-v1 gym gym-environment gym-environments openai-gym openai-gym-environment openai-gym-environments reinforcement-learning-environments

Last synced: 27 Dec 2024

https://github.com/nowke/wumpus-rl

Wumpus World Reinforcement Learning - Deep Q Network, based on OpenAI-Gym

deep-q-learning openai-gym reinforcement-learning wumpusworld

Last synced: 12 Nov 2024

https://github.com/elsa-lab/gym-deepracer

A simple AWS DeepRacer simulator using Unity with OpenAI gym interface.

aws deepracer openai-gym unity

Last synced: 11 Nov 2024

https://github.com/millionintegrals/distributed-vec-env

A distributed implementation of OpenAI VecEnv

openai-gym reinforcement-learning

Last synced: 03 Nov 2024

https://github.com/technote-space/genetic-algorithms-py

Genetic Algorithm

genetic-algorithm openai-gym

Last synced: 25 Oct 2024

https://github.com/omerbsezer/qlearning_cartpole

Cart Pole problem solving using RL - QLearning with OpenAI Gym Framework

openai-gym qlearning reinforcement-learning

Last synced: 11 Nov 2024

https://github.com/mehrab-kalantari/taxi-v3-q-learning

A simple Q-learning implementation in OpenAI Gym's "Taxi-v3" environment

openai-gym q-learning reinceforcement-learning taxi-v3

Last synced: 15 Nov 2024

https://github.com/saravanabalagi/gym-http-server

Serve gym on a webserver and receive HTTP requests to play to the game from any client

gym http-api http-server openai-gym

Last synced: 06 Nov 2024

https://github.com/sardhendu/deeprl

Deep Reinforcement Learning Projects

atari collaboration-and-competition continuous-control ddpg-algorithm deep-reinforcement-learning double-dqn dqn-pytorch maddpg navigation openai-gym pong python-3 pytorch reinforce reinforcement-learning-algorithms tensorboard-visualizations udacity-nanodegree unity-environment

Last synced: 15 Nov 2024

https://github.com/saravanabalagi/react-gym

Starter project for accessing OpenAI Gym from React

es6-javascript javascript openai-gym react-gym reactjs

Last synced: 06 Dec 2024

https://github.com/mind/a2c

The OpenAI advantage actor critic (A2C) model

a2c openai openai-gym reinforcement-learning

Last synced: 11 Dec 2024

https://github.com/virresh/rl_q_learning_sarsa

Reinforcement Learning Algorithms - Q-Learning and SARSA implemented

ai artificial-intelligence maze-solver openai-gym q-learning reinforcement-learning-algorithms sarsa

Last synced: 30 Dec 2024

https://github.com/ttitcombe/dqn

PyTorch implementation of Deep Q Learning

cartpole deep-learning deep-q-learning deep-q-network deep-reinforcement-learning dqn dqn-pytorch openai-gym pytorch pytorch-implementation reinforcement-learning

Last synced: 27 Dec 2024

https://github.com/selfint/neat_openaigym

Using NEAT to solve OpenAI gym environments

neat-python neuroevolution openai-gym python3

Last synced: 22 Dec 2024

https://github.com/ethanmclark1/blocksworld3d

3D version of the classic Blocksworld environment for reinforcement learning

3-dimensional 3d blocksworld gym gymnasium miniworld multi-agent openai-gym pettingzoo

Last synced: 25 Nov 2024

https://github.com/nbgraham/rl-race-car-simulator

Reinforcement learning on car racing from OpenAi Gym https://gym.openai.com/envs/CarRacing-v0/

machine-learning openai-gym reinforcement-learning

Last synced: 24 Nov 2024

https://github.com/mynameisvinn/dqn

a collection of RL examples

frozenlake-v0 openai-gym reinforcement-learning

Last synced: 27 Dec 2024

https://github.com/charlesyuan02/reinforcement-learning-stock-trader

A reinforcement learning stock trader for the S&P 500.

deep-reinforcement-learning openai-gym reinforcement-learning stock-trading yahoo-finance

Last synced: 19 Dec 2024

https://github.com/jjgoings/gym-muller_brown

OpenAI Gym compatible environment for Reinforcement Learning on the Muller Brown potential energy surface

chemistry openai openai-gym openai-gym-environment optimization potential-energy-surfaces reinforcement-learning reinforcement-learning-environments

Last synced: 03 Dec 2024

https://github.com/sohnryang/basketball-gym

OpenAI Gym for basketball game

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

Last synced: 17 Nov 2024

https://github.com/breandan/gym-pc

🐚 Teach a computer to use a computer like a human uses a computer.

gym-environment linux openai-gym vnc

Last synced: 29 Nov 2024

https://github.com/simoninithomas/deep_q_learning

A DQL implementation with keras

deep-q-learning deep-q-network keras openai-gym

Last synced: 17 Nov 2024

https://github.com/alexhiggins732/sharpdesktopgym

SharpDesktopGym uses CSharp environments for interaction with Python TensorFlow Agents.

csharp deep-learning deep-learning-algorithms deep-learning-tutorial deep-reinforcement-learning machine-learning machine-learning-algorithms openai-gym openai-gym-environments python python3 reinforcement-learning reinforcement-learning-agent reinforcement-learning-environments tensoflow2-gpu tensorflow tensorflow-agents tensorflow-examples tensorflow-tutorials tensorflow2

Last synced: 21 Dec 2024

https://github.com/woctezuma/openai-retro-contest

My entry for OpenAI Retro Contest.

contest gym openai openai-gym retro sonic

Last synced: 06 Dec 2024

https://github.com/trainingbypackt/hands-on-reinforcement-learning-with-python-elearning

Master reinforcement and deep reinforcement learning using OpenAI Gym and TensorFlow

openai openai-gym reinforcement reinforcement-learning reinforcement-learning-algorithms tenserflow

Last synced: 14 Nov 2024

https://github.com/bsamseth/gym-ais

Implementations of AIs (trying to) solve games from OpenAI Gym

artificial-intelligence machine-learning openai-gym reinforcement-learning

Last synced: 13 Dec 2024

https://github.com/torlenor/rlsnake

Reinforcement learning for the classic game Snake

game openai-gym reinforcement-learning snake tensorflow

Last synced: 12 Nov 2024

https://github.com/alvinwan/gym-tracker

track and log actions for a human player via OpenAI Gym

dataset dataset-generation openai-gym

Last synced: 12 Nov 2024

https://github.com/alexhaislip/openai_gym

Gym is a toolkit for developing and comparing reinforcement learning algorithms.

openai openai-api openai-baselines openai-gym openai-gym-agents openai-gym-environment openai-gym-environments openai-universe openair openairinterface

Last synced: 16 Nov 2024

https://github.com/canoksuzoglu1/rl-pco-atlantis-atari

This project trains and evaluates a Proximal Policy Optimization (PPO) agent to play the Atari game Atlantis using Stable Baselines3. The agent is trained with a Convolutional Neural Network (CNN) policy and evaluated for its performance in the game. It includes scripts for training, evaluating, and real-time gameplay rendering.

atari atlantis cnn deep-learning game-ai gym machine-learning openai-gym ppo reinforcement-learning rl-agents stable-baselines3 tensorboard

Last synced: 13 Nov 2024

https://github.com/mokeddembillel/gym-lqr

An Open AI Gym custom environment

gym linear-quadratic-regularator lqr openai-gym openai-gym-environments

Last synced: 20 Nov 2024

https://github.com/sohnryang/keras-reinforcement-learning

RL in Keras

deep-learning google-colaboratory jupyter-notebook keras openai-gym python reinforcement-learning

Last synced: 17 Nov 2024

https://github.com/supersjgk/reinforcement_learning

Playing with Reinforcement Learning

epsilon-greedy gym openai-gym ppo python3 q-learning reinforcement-learning

Last synced: 25 Nov 2024

https://github.com/shubham0204/qlearning_with_frozenlakeenv_android

Explore Q Learning with the Frozen Lake Environment 🥶 in Android.

android android-app android-application android-studio artificial-intelligence java kotlin kotlin-android machine-learning machine-learning-algorithms openai-gym openai-gym-environments reinforcement-learning reinforcement-learning-algorithms reinforcement-learning-environments

Last synced: 23 Nov 2024

https://github.com/denchenn/learn-rl-in-openai-gym

Learning and implementing various RL algorithm in open-ai-gym.

openai-gym reinforcement-learning

Last synced: 11 Dec 2024

https://github.com/dermatologist/dad-gym-env

:heartpulse: OpenAI Gym Env for Reinforcement Learning on Discharge Abstract Database

healthinformatics healthinformationsystems machine-learning openai-gym reinforcement-learning

Last synced: 28 Oct 2024

https://github.com/omaraflak/frozenlake-qlearning

Resolving the FrozenLake problem from OpenAI Gym.

frozenlake machine-learning openai-gym qlearning reinforcement-learning

Last synced: 19 Dec 2024

https://github.com/shilpakancharla/deep-rl-lunar-lander

Using a deep Q-learning network and searching for optimal hyperparameters in order to solve the lunar lander problem provided by OpenAI Gym.

deep-reinforcement-learning hyperparameter-optimization lunar-lander openai-gym openai-gym-environments

Last synced: 19 Nov 2024

https://github.com/thomashirtz/gym-platform

OpenAI Gym environment wrapper for the Platform game.

gym-platform hybrid hybrid-action-space openai openai-gym openai-gym-environment parametrized parametrized-action-space reinforcement-learning

Last synced: 25 Dec 2024

https://github.com/seeknndestroy/dqn-cartpole

A Deep Q-Network (DQN) agent solving the CartPole-v1 environment from OpenAI's Gym. Demonstrates reinforcement learning for control tasks and serves as an educational resource for deep learning and reinforcement learning enthusiasts.

deep-q-network deep-reinforcement-learning openai-gym pytorch

Last synced: 07 Dec 2024