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Projects in Awesome Lists tagged with openai-gym

A curated list of projects in awesome lists tagged with openai-gym .

https://github.com/datamllab/rlcard

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

ai blackjack card-game card-games deep-reinforcement-learning doudizhu game game-ai game-bot gym-environment mahjong multi-agent openai-gym poker poker-game reinforcement-learning texas uno

Last synced: 31 Dec 2024

https://github.com/intellabs/coach

Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms

carla coach deep-learning distributed-reinforcement-learning hierarchical-reinforcement-learning imitation-learning mujoco mxnet onnx openai-gym reinforcement-learning rl roboschool starcraft starcraft2 starcraft2-ai tensorflow

Last synced: 27 Sep 2024

https://github.com/IntelLabs/coach

Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms

carla coach deep-learning distributed-reinforcement-learning hierarchical-reinforcement-learning imitation-learning mujoco mxnet onnx openai-gym reinforcement-learning rl roboschool starcraft starcraft2 starcraft2-ai tensorflow

Last synced: 31 Oct 2024

https://github.com/aminhp/gym-anytrading

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

dqn forex gym-environments openai-gym q-learning reinforcement-learning stocks trading trading-algorithms trading-environments

Last synced: 03 Jan 2025

https://github.com/AminHP/gym-anytrading

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

dqn forex gym-environments openai-gym q-learning reinforcement-learning stocks trading trading-algorithms trading-environments

Last synced: 13 Nov 2024

https://github.com/pathak22/noreward-rl

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

curiosity deep-learning deep-neural-networks deep-reinforcement-learning doom exploration mario openai-gym rl self-supervised tensorflow

Last synced: 29 Dec 2024

https://github.com/araffin/rl-baselines-zoo

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

gym hyperparameter-optimization hyperparameter-search hyperparameter-tuning hyperparameters openai openai-gym optimization pybullet reinforcement-learning rl stable-baselines zoo

Last synced: 29 Dec 2024

https://github.com/vmayoral/basic_reinforcement_learning

An introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.

ai artificial-intelligence deep-learning deeplearning neural-networks openai-gym q-learning reinforcement-learning tutorial

Last synced: 29 Dec 2024

https://github.com/ZhiqingXiao/rl-book

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

deep-reinforcement-learning gym openai-gym python pytorch reinforcement-learning tensorflow tensorflow2

Last synced: 03 Nov 2024

https://github.com/erlerobot/gym-gazebo

Refer to https://github.com/AcutronicRobotics/gym-gazebo2 for the new version

deep-reinforcement-learning drl gazebo openai-gym reinforcement-learning rl robotics ros

Last synced: 13 Nov 2024

https://github.com/benelot/pybullet-gym

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

openai-gym pybullet python

Last synced: 02 Nov 2024

https://github.com/mila-iqia/babyai

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

imitation-learning nlp nlp-machine-learning openai-gym reinforcement-learning-environments

Last synced: 30 Dec 2024

https://github.com/kautenja/gym-super-mario-bros

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

nes-py openai-gym super-mario-bros super-mario-bros-2-lost-levels

Last synced: 04 Jan 2025

https://github.com/Kautenja/gym-super-mario-bros

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

nes-py openai-gym super-mario-bros super-mario-bros-2-lost-levels

Last synced: 12 Nov 2024

https://github.com/dickreuter/neuron_poker

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

gym-environment holdem neural-network openai-gym poker pokerbot reinforcement-learning

Last synced: 03 Jan 2025

https://github.com/google-research/ravens

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

artificial-intelligence computer-vision deep-learning imitation-learning manipulation openai-gym pick-and-place pybullet rearrangement reinforcement-learning robotics tensorflow transporter-nets vision

Last synced: 29 Dec 2024

https://github.com/cheind/pytorch-blender

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

blender openai-gym pytorch reinforcement-learning zmq

Last synced: 04 Jan 2025

https://github.com/koulanurag/ma-gym

A collection of multi agent environments based on OpenAI gym.

collaborative environment gym multi-agent openai-gym reinforcement-learning

Last synced: 31 Oct 2024

https://github.com/geektutu/tensorflow-tutorial-samples

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

mnist openai-gym tensorflow tensorflow-mnist

Last synced: 04 Jan 2025

https://github.com/Toni-SM/skrl

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

deep-learning deepmind gym gymnasium isaac-gym isaac-lab isaac-orbit isaac-sim isaaclab jax machine-learning nvidia-omniverse openai-gym python pytorch reinforcement-learning rl robosuite robotics skrl

Last synced: 03 Nov 2024

https://github.com/alibaba/gym-starcraft

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

artificial-intelligence deep-learning gym-starcraft openai-gym reinforcement-learning starcraft

Last synced: 18 Nov 2024

https://github.com/criteo-research/reco-gym

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

criteo openai-gym pytorch recommendation-system

Last synced: 17 Nov 2024

https://github.com/aminhp/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)

backtesting crypto forex gym-environment metatrader5 openai-gym reinforcement-learning simulator stocks trading trading-algorithm trading-environment

Last synced: 04 Jan 2025

https://github.com/jr-robotics/robo-gym

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

openai-gym reinforcement-learning-environments robo-gym robotics

Last synced: 10 Nov 2024

https://github.com/rlcode/reinforcement-learning-kr

[파이썬과 케라스로 배우는 강화학습] 예제

actor-critic dqn grid-world openai-gym policy-gradient

Last synced: 03 Jan 2025

https://github.com/lilianweng/deep-reinforcement-learning-gym

Deep reinforcement learning model implementation in Tensorflow + OpenAI gym

deep-learning deep-reinforcement-learning openai-gym tensorflow tensorflow-tutorials

Last synced: 31 Dec 2024

https://github.com/dgriff777/a3c_continuous

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

a3c a3c-gpu a3c-lstm a3g openai-gym pytorch pytorch-a3c

Last synced: 28 Sep 2024

https://github.com/nikhilbarhate99/min-decision-transformer

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

deep-learning deep-reinforcement-learning machine-learning mujoco offline-reinforcement-learning openai-gym pytorch pytorch-transformers reinforcement-learning robotics transformer

Last synced: 02 Jan 2025

https://github.com/jxx123/simglucose

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

artificial-pancreas diabetes glucose-monitoring openai-gym python reinforcement-learning rllab simulation simulator simulator-controls

Last synced: 12 Nov 2024

https://github.com/kautenja/nes-py

A Python3 NES emulator and OpenAI Gym interface

nes-emulator nintendo-nes openai-gym

Last synced: 01 Jan 2025

https://github.com/duburcqa/jiminy

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

c-plus-plus machine-learning openai-gym python robotics simulator

Last synced: 04 Jan 2025

https://github.com/robotology/gym-ignition

Framework for developing OpenAI Gym robotics environments simulated with Ignition Gazebo

gazebo gym gym-ignition ignition ignition-gazebo ignitionrobotics openai openai-gym openai-gym-environment reinforcement-learning robotics scenario simulation

Last synced: 02 Nov 2024

https://github.com/nasdin/reinforcementlearning-atarigame

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

a3c a3c-lstm actor-critic adam asynchronous-advantage-actor-critic deep-reinforcement-learning lstm openai-gym python pytorch reinforcement-agents reinforcement-learning reinforcement-learning-algorithms rmsprop universe

Last synced: 04 Jan 2025

https://github.com/wenkesj/holdem

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

openai-gym reinforcement-learning texas-holdem-poker

Last synced: 03 Jan 2025

https://github.com/jangirrishabh/Overcoming-exploration-from-demos

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

actor-critic ddpg-algorithm gazebo hindsight-experience-replay learning-from-demonstration openai-gym reinforcement-learning reinforcement-learning-agent robotics ros

Last synced: 21 Nov 2024

https://github.com/juliaml/openaigym.jl

OpenAI's Gym binding for Julia

julialang openai-gym reinforcement-learning

Last synced: 29 Sep 2024

https://github.com/anjum48/rl-examples

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

artificial-intelligence openai-gym python reinforcement-learning tensorflow

Last synced: 14 Oct 2024

https://github.com/bzier/gym-mupen64plus

An OpenAI Gym environment wrapper for the Mupen64Plus N64 emulator

ai gym gym-environment gym-library machine-learning mupen64plus n64 nintendo-64 openai-gym reinforcement-learning

Last synced: 30 Dec 2024

https://github.com/neka-nat/ddp-gym

Differential Dynamic Programming controller operating in OpenAI Gym environment.

control-theory differential-dynamic-programming lqr model-predictive-control openai-gym

Last synced: 28 Oct 2024

https://github.com/FelipeMarcelino/2048-Gym

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

2048 artificial-intelligence ddqn gym-environment machine-learning openai-gym reinforcement-learning

Last synced: 13 Nov 2024

https://github.com/MathisWellmann/gym-rs

OpenAI's Gym written in pure Rust for blazingly fast performance

ai ml openai-gym reinforcement-learning rl

Last synced: 02 Nov 2024

https://github.com/stephanakkerman/tensortrade-extras

Discover a curated list of projects complementing TensorTrade, distinct from those mentioned in its official documentation. Contributions are welcome; if you spot a missing project, please submit a pull request!

crypto cryptocurrency cryptocurrency-trading-bot data finance live-trading openai-gym reinforcement-learning reinforcement-learning-agent stock-trading stocks technical-analysis tensortrade

Last synced: 24 Nov 2024

https://github.com/shakenes/vizdoomgym

OpenAI Gym wrapper for ViZDoom enviroments

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

Last synced: 17 Nov 2024

https://github.com/hcnoh/gail-pytorch

A simple implementation of Generative Adversarial Imitation Learning with PyTorch

deep-learning deep-reinforcement-learning gail imitation-learning openai-gym pytorch reinforcement-learning

Last synced: 17 Nov 2024

https://github.com/nikhilbarhate99/deterministic-gail-pytorch

PyTorch implementation of Deterministic Generative Adversarial Imitation Learning (GAIL) for Off Policy learning

deep-reinforcement-learning gail generative-adversarial-network gym imitation-learning openai-gym pytorch pytorch-gan pytorch-implementation reinforcement-learning

Last synced: 13 Nov 2024

https://github.com/realvnf/coord-sim

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

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

Last synced: 05 Nov 2024

https://github.com/neka-nat/inv_rl

Inverse Reinforcement Learning Argorithms

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

Last synced: 28 Oct 2024

https://github.com/Naereen/gym-nes-mario-bros

🐍 🏋 OpenAI GYM for Nintendo NES emulator FCEUX and 1983 game Mario Bros. + Double Q Learning for mastering the game

fceux keras-tensorflow mario-bros openai-gym openai-gym-environment reinforcement-learning-agent

Last synced: 05 Dec 2024

https://github.com/naereen/gym-nes-mario-bros

🐍 🏋 OpenAI GYM for Nintendo NES emulator FCEUX and 1983 game Mario Bros. + Double Q Learning for mastering the game

fceux keras-tensorflow mario-bros openai-gym openai-gym-environment reinforcement-learning-agent

Last synced: 31 Dec 2024

https://github.com/xinleipan/gym-gridworld

Simple grid-world environment compatible with OpenAI-gym

gridworld openai-gym

Last synced: 27 Nov 2024

https://github.com/islamelnabarawy/sc2gym

PySC2 OpenAI Gym Environments

openai-gym pysc2 sc2 starcraft-ii starcraft2

Last synced: 12 Nov 2024

https://github.com/danielegrattarola/deep-q-atari

Keras and OpenAI Gym implementation of the Deep Q-learning algorithm to play Atari games.

deep-learning deep-reinforcement-learning dqn keras openai-gym python reinforcement-learning

Last synced: 22 Oct 2024

https://github.com/kautenja/gym-tetris

An OpenAI Gym interface to Tetris on the NES.

nes-py openai-gym tetris

Last synced: 27 Oct 2024

https://github.com/duckietown/gym-duckietown

Self-driving car simulator for the Duckietown universe

imitation-learning openai-gym reinforcement-learning robot simulator

Last synced: 02 Nov 2024

https://github.com/eric-heiden/deep-rl-docker

Docker image with OpenAI Gym, Baselines, MuJoCo and Roboschool, utilizing TensorFlow and JupyterLab.

openai-baselines openai-gym openai-roboschool reinforcement-learning tensorflow

Last synced: 11 Nov 2024

https://github.com/dmitrijsc/practical-rl

Reinforcement learning in Julia. Solving OpenAI gym.

cross-entropy frozenlake julia julialang mxnet openai openai-gym q-learning reinforcement-learning

Last synced: 12 Oct 2024

https://github.com/cardwing/codes-for-rl-per

A novel DDPG method with prioritized experience replay (IEEE SMC 2017)

openai-gym prioritized-experience-replay reinforcement-learning

Last synced: 30 Oct 2024

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

An OpenAI Gym environment for Inventory Control problems

openai-gym openai-universe python reinforcement-learning

Last synced: 02 Nov 2024

https://github.com/blackhc/mdp

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

mdp openai-gym rl

Last synced: 09 Nov 2024

https://github.com/DoubleGremlin181/RubiksCubeGym

OpenAI Gym environments for various twisty puzzles

openai-gym reinforcement-learning-environments rubiks-cube-simulator

Last synced: 29 Nov 2024

https://github.com/gomerudo/nas-env

A simple OpenAI Gym environment for Neural Architecture Search (NAS)

neural-architecture-search openai-gym reinforcement-learning

Last synced: 09 Nov 2024

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

Framework for integrating ROS and Gazebo with gymnasium, streamlining the development and training of RL algorithms in realistic robot simulations.

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

Last synced: 27 Oct 2024

https://github.com/soumik12345/ddpg

Pytorch implementation of the Deep Deterministic Policy Gradients for Continuous Control

bipedalwalker deep-deterministic-policy-gradient lunarlander openai-gym pytorch reinforcement-learning

Last synced: 02 Nov 2024