openai-gym

There are 38 repositories under openai-gym topic.

AI4Finance-Foundation / FinRL
FinRL®: Financial Reinforcement Learning. 🔥
deep-reinforcement-learning drl-trading-agents stock-trading drl-algorithms pythorch tensorflow2 drl-framework multi-agent-learning finance stock-markets trading-tasks openai-gym fintech algorithmic-trading
Language:Jupyter Notebook 13076
udacity / deep-reinforcement-learning
Repo for the Deep Reinforcement Learning Nanodegree program
deep-reinforcement-learning reinforcement-learning reinforcement-learning-algorithms neural-networks pytorch pytorch-rl ddpg dqn ppo dynamic-programming cross-entropy hill-climbing ml-agents openai-gym-solutions openai-gym rl-algorithms
Language:Jupyter Notebook 5116
rlcard
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
Language:Python 3287
AI4Finance-Foundation / FinRL-Trading
For trading. Please star.
deep-reinforcement-learning stock-trading a2c-algorithm ppo ddpg openai-gym ensemble-strategy stock-trading-strategy automated-stock-trading sharpe-ratio
Language:Jupyter Notebook 2498
IntelLabs / coach
Reinforcement Learning Coach by Intel AI Lab enables easy experimentation with state of the art Reinforcement Learning algorithms
coach openai-gym reinforcement-learning tensorflow rl carla imitation-learning mujoco roboschool deep-learning hierarchical-reinforcement-learning starcraft starcraft2 starcraft2-ai distributed-reinforcement-learning mxnet onnx
Language:Python 2350
AminHP / gym-anytrading
The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)
openai-gym reinforcement-learning q-learning dqn trading trading-environments forex stocks gym-environments trading-algorithms
Language:Python 2344
pathak22 / noreward-rl
[ICML 2017] TensorFlow code for Curiosity-driven Exploration for Deep Reinforcement Learning
deep-reinforcement-learning curiosity exploration deep-learning rl deep-neural-networks mario doom self-supervised tensorflow openai-gym
Language:Python 1463
vietnh1009 / Super-mario-bros-PPO-pytorch
Proximal Policy Optimization (PPO) algorithm for Super Mario Bros
reinforcement-learning ppo ppo2 pytorch gym python3 python deep-learning super-mario-bros mario ai proximal-policy-optimization openai openai-gym
Language:Python 1250
vmayoral / basic_reinforcement_learning
An introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.
reinforcement-learning openai-gym tutorial deeplearning neural-networks deep-learning artificial-intelligence q-learning ai
Language:Jupyter Notebook 1192
rl-baselines-zoo
araffin / rl-baselines-zoo
A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.
rl zoo reinforcement-learning stable-baselines openai-gym openai gym pybullet hyperparameters optimization hyperparameter-optimization hyperparameter-search hyperparameter-tuning
Language:Python 1188
rex-gym
nicrusso7 / rex-gym
OpenAI Gym environments for an open-source quadruped robot (SpotMicro)
openai-gym openai-gym-environments robotics tensorflow python3 pybullet reinforcement-learning reinforcement-learning-algorithms artificial-intelligence gym-environment robot spotmicro quadruped openai inverse-kinematics quadruped-robot-gaits quadruped-robot legged-robots machine-learning robotic-arm
Language:Python 1069
robotlearning123 / awesome-isaac-gym
A curated list of awesome NVIDIA Issac Gym frameworks, papers, software, and resources
isaac-gym robot-learning robotics reinforcement-learning openai-gym
Language:Python 1062
Kismuz / btgym
Scalable, event-driven, deep-learning-friendly backtesting library
reinforcement-learning deep-reinforcement-learning gym-environment openai-gym backtesting-trading-strategies algorithmic-trading-library time-series a3c tensorflow backtrader unreal advantage-actor-critic policy-optimisation policy-gradient quantitive-finance algoritmic-trading statistical-arbitrage hacktoberfest
Language:Python 1020
ZhiqingXiao / rl-book
Source codes for the book "Reinforcement Learning: Theory and Python Implementation"
reinforcement-learning gym openai-gym tensorflow tensorflow2 python pytorch deep-reinforcement-learning
Language:HTML 994
mushroom-rl
MushroomRL / mushroom-rl
Python library for Reinforcement Learning.
reinforcement-learning deep-reinforcement-learning deep-learning openai-gym atari rl pytorch mujoco dqn ddpg trpo qlearning pybullet sac
Language:Python 913
spot_mini_mini
OpenQuadruped / spot_mini_mini
Dynamics and Domain Randomized Gait Modulation with Bezier Curves for Sim-to-Real Legged Locomotion.
quadruped locomotion reinforcement-learning pybullet environment ros optimization control open-source quadruped-robot-gaits quadruped-robot openai-gym-environments openai-gym walker machine-learning quadruped-robots gym-environment spot gait terrain
Language:C++ 897
benelot / pybullet-gym
Open-source implementations of OpenAI Gym MuJoCo environments for use with the OpenAI Gym Reinforcement Learning Research Platform.
python openai-gym pybullet
Language:Python 869
sudharsan13296 / Hands-On-Reinforcement-Learning-With-Python
Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow
reinforcement-learning deep-reinforcement-learning sarsa q-learning policy-gradients deep-q-network deep-learning-algorithms asynchronous-advantage-actor-critic deep-deterministic-policy-gradient deep-recurrent-q-network double-dqn dueling-dqn hindsight-experience-replay drqn trpo ppo monte-carlo markov-decision-processes policy-gradient openai-gym
Language:Jupyter Notebook 861
erlerobot / gym-gazebo
Refer to https://github.com/AcutronicRobotics/gym-gazebo2 for the new version
openai-gym gazebo ros reinforcement-learning robotics deep-reinforcement-learning rl drl
Language:Python 846
gym-super-mario-bros
Kautenja / gym-super-mario-bros
An OpenAI Gym interface to Super Mario Bros. & Super Mario Bros. 2 (Lost Levels) on The NES
openai-gym super-mario-bros super-mario-bros-2-lost-levels nes-py
Language:Python 808
mila-iqia / babyai
BabyAI platform. A testbed for training agents to understand and execute language commands.
nlp nlp-machine-learning reinforcement-learning-environments imitation-learning openai-gym
Language:Python 746
docker / compose-for-agents
Build and run AI agents using Docker Compose. A collection of ready-to-use examples for orchestrating open-source LLMs, tools, and agent runtimes.
agentic-workflows ai-agents docker docker-compose examples large-language-models llama-cpp openai-gym self-hosted
Language:TypeScript 699
dickreuter / neuron_poker
Texas holdem OpenAi gym poker environment with reinforcement learning based on keras-rl. Includes virtual rendering and montecarlo for equity calculation.
poker openai-gym holdem reinforcement-learning neural-network gym-environment pokerbot
Language:Python 698
tkn-tub / ns3-gym
ns3-gym - The Playground for Reinforcement Learning in Networking Research
ns3 gym-environment openai-gym reinforcement-learning reinforcement-learning-environments
Language:C++ 648
ghliu / pytorch-ddpg
Implementation of the Deep Deterministic Policy Gradient (DDPG) using PyTorch
pytorch ddpg deep-reinforcement-learning openai-gym
Language:Python 620
koulanurag / ma-gym
A collection of multi agent environments based on OpenAI gym.
gym multi-agent openai-gym reinforcement-learning environment collaborative
Language:Python 619
google-research / ravens
Train robotic agents to learn pick and place with deep learning for vision-based manipulation in PyBullet. Transporter Nets, CoRL 2020.
deep-learning robotics manipulation pick-and-place computer-vision artificial-intelligence vision rearrangement reinforcement-learning imitation-learning tensorflow openai-gym transporter-nets pybullet
Language:Python 613
cheind / pytorch-blender
:sweat_drops: Seamless, distributed, real-time integration of Blender into PyTorch data pipelines
blender pytorch zmq reinforcement-learning openai-gym
Language:Python 584
geektutu / tensorflow-tutorial-samples
TensorFlow2教程 TensorFlow 2.0 Tutorial 入门教程实战案例
tensorflow openai-gym mnist tensorflow-mnist
Language:Python 580
dgriff777 / rl_a3c_pytorch
A3C LSTM Atari with Pytorch plus A3G design
python pytorch pytorch-a3c reinforcement-learning atari openai-gym a3c deep-reinforcement-learning actor-critic asynchronous-advantage-actor-critic a3c-gpu a3g
Language:Python 571
wassname / rl-portfolio-management
Attempting to replicate "A Deep Reinforcement Learning Framework for the Financial Portfolio Management Problem" https://arxiv.org/abs/1706.10059 (and an openai gym environment)
portfolio-management deep-reinforcement-learning deeprl cryptocurrency openai-gym-environments openai-gym
Language:Jupyter Notebook 562
alibaba / gym-starcraft
StarCraft environment for OpenAI Gym, based on Facebook's TorchCraft. (In progress)
openai-gym gym-starcraft starcraft reinforcement-learning artificial-intelligence deep-learning
Language:Python 530
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)
trading trading-environment trading-algorithm openai-gym gym-environment reinforcement-learning backtesting metatrader5 simulator forex stocks crypto
Language:Python 497
drl_grasping
AndrejOrsula / drl_grasping
Deep Reinforcement Learning for Robotic Grasping from Octrees
robotics grasping reinforcement-learning octree domain-randomization sim2real ros2 gym-ignition stable-baselines3 deep-reinforcement-learning openai-gym gazebo ros
Language:Python 494
criteo-research / reco-gym
Code for reco-gym: A Reinforcement Learning Environment for the problem of Product Recommendation in Online Advertising
openai-gym pytorch recommendation-system criteo
Language:Jupyter Notebook 479
AI4Finance-Foundation / FinRL_Podracer
Cloud-native Financial Reinforcement Learning
deep-reinforcement-learning machine-learning-algorithms quantitative-finance quant algorithmic-trading pytorch openai-gym
Language:Python 472

openai-gym

AI4Finance-Foundation / FinRL

udacity / deep-reinforcement-learning

datamllab / rlcard

AI4Finance-Foundation / FinRL-Trading

IntelLabs / coach

AminHP / gym-anytrading

pathak22 / noreward-rl

vietnh1009 / Super-mario-bros-PPO-pytorch

vmayoral / basic_reinforcement_learning

araffin / rl-baselines-zoo

nicrusso7 / rex-gym

robotlearning123 / awesome-isaac-gym

Kismuz / btgym

ZhiqingXiao / rl-book

MushroomRL / mushroom-rl

OpenQuadruped / spot_mini_mini

benelot / pybullet-gym

sudharsan13296 / Hands-On-Reinforcement-Learning-With-Python

erlerobot / gym-gazebo

Kautenja / gym-super-mario-bros

mila-iqia / babyai

docker / compose-for-agents

dickreuter / neuron_poker

tkn-tub / ns3-gym

ghliu / pytorch-ddpg

koulanurag / ma-gym

google-research / ravens

cheind / pytorch-blender

geektutu / tensorflow-tutorial-samples

dgriff777 / rl_a3c_pytorch

wassname / rl-portfolio-management

alibaba / gym-starcraft

AminHP / gym-mtsim

AndrejOrsula / drl_grasping

criteo-research / reco-gym

AI4Finance-Foundation / FinRL_Podracer