openai-gym

There are 37 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 9010
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 4759
rlcard
datamllab / rlcard
Reinforcement Learning / AI Bots in Card (Poker) Games - Blackjack, Leduc, Texas, DouDizhu, Mahjong, UNO.
reinforcement-learning deep-reinforcement-learning game-ai poker card-game poker-game openai-gym gym-environment card-games blackjack texas uno mahjong game-bot doudizhu multi-agent game ai
Language:Python 2689
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 2306
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 2011
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 1867
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 1400
rl-baselines-zoo
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
Language:Python 1108
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
Language:Jupyter Notebook 1037
Kismuz / btgym
Scalable, event-driven, deep-learning-friendly backtesting library
a3c advantage-actor-critic algorithmic-trading-library algoritmic-trading backtesting-trading-strategies backtrader deep-reinforcement-learning gym-environment hacktoberfest openai-gym policy-gradient policy-optimisation quantitive-finance reinforcement-learning statistical-arbitrage tensorflow time-series unreal
Language:Python 979
uvipen / Super-mario-bros-PPO-pytorch
Proximal Policy Optimization (PPO) algorithm for Super Mario Bros
ai deep-learning gym mario openai openai-gym ppo ppo2 proximal-policy-optimization python python3 pytorch reinforcement-learning super-mario-bros
Language:Python 966
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 962
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
Language:HTML 824
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 818
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 818
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
Language:Python 809
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++ 774
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 765
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 664
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
nes-py openai-gym super-mario-bros super-mario-bros-2-lost-levels
Language:Python 649
wangcongrobot / awesome-isaac-gym
A curated list of awesome NVIDIA Issac Gym frameworks, papers, software, and resources
isaac-gym openai-gym reinforcement-learning robot-learning robotics
622
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 579
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 554
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 539
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)
cryptocurrency deep-reinforcement-learning deeprl openai-gym openai-gym-environments portfolio-management
Language:Jupyter Notebook 534
ghliu / pytorch-ddpg
Implementation of the Deep Deterministic Policy Gradient (DDPG) using PyTorch
pytorch ddpg deep-reinforcement-learning openai-gym
Language:Python 532
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 527
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 521
koulanurag / ma-gym
A collection of multi agent environments based on OpenAI gym.
gym multi-agent openai-gym reinforcement-learning environment collaborative
Language:Python 514
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
Language:Python 510
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++ 490
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 455
navneet-nmk / pytorch-rl
This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch
dqn reinforcement-learning deep-learning deep-reinforcement-learning pytorch gym ddpg rl-algorithms openai openai-gym robotics experience-replay mujoco mujoco-py policy-gradient gan generative-adversarial-network vae vae-gan variational-autoencoder
Language:Python 440
Toni-SM / skrl
Modular reinforcement learning library (on PyTorch and JAX) with support for NVIDIA Isaac Gym, Isaac Orbit and Omniverse Isaac Gym
reinforcement-learning python openai-gym isaac-gym pytorch deep-learning deepmind gym isaac-sim nvidia-omniverse skrl rl gymnasium machine-learning robosuite robotics isaac-orbit jax
Language:Python 396
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
Language:Python 393
jr-robotics / robo-gym
An open source toolkit for Distributed Deep Reinforcement Learning on real and simulated robots.
robo-gym openai-gym robotics reinforcement-learning-environments
Language:Python 377