AI4Finance-Foundation/FinRL-Meta

FinRL­-Meta: Dynamic datasets and market environments for FinRL.

Language: Python - Size: 166 MB - Last synced: 1 day ago - Pushed: 1 day ago - Stars: 1,148 - Forks: 543

upb-lea/gym-electric-motor

Gym Electric Motor (GEM): An OpenAI Gym Environment for Electric Motors

Language: Python - Size: 30.6 MB - Last synced: 14 days ago - Pushed: 16 days ago - Stars: 274 - Forks: 65

nicrusso7/rex-gym

OpenAI Gym environments for an open-source quadruped robot (SpotMicro)

Language: Python - Size: 319 MB - Last synced: 27 days ago - Pushed: about 1 year ago - Stars: 964 - Forks: 125

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)

Language: Jupyter Notebook - Size: 36.9 MB - Last synced: 22 days ago - Pushed: about 4 years ago - Stars: 537 - Forks: 180

upb-lea/openmodelica-microgrid-gym

OpenModelica Microgrid Gym (OMG): An OpenAI Gym Environment for Microgrids

Language: Modelica - Size: 168 MB - Last synced: 25 days ago - Pushed: almost 2 years ago - Stars: 175 - Forks: 35

tayalmanan28/Pybullet_Tutorial

Tutorial for Pybullet

Language: Jupyter Notebook - Size: 160 KB - Last synced: about 1 month ago - Pushed: over 1 year ago - Stars: 5 - Forks: 0

ingambe/RayEnvWrapper

OpenAi's gym environment wrapper to vectorize them with Ray

Language: Python - Size: 17.6 KB - Last synced: 18 days ago - Pushed: about 1 year ago - Stars: 22 - Forks: 3

nisheeth-golakiya/hybrid-sac

Single-file pytorch implementation of hybrid-SAC

Language: Python - Size: 56.2 MB - Last synced: 3 months ago - Pushed: almost 3 years ago - Stars: 42 - Forks: 11

OpenQuadruped/spot_mini_mini

Dynamics and Domain Randomized Gait Modulation with Bezier Curves for Sim-to-Real Legged Locomotion.

Language: C++ - Size: 843 MB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 767 - Forks: 164

shivaverma/OpenAIGym

Solving OpenAI Gym problems.

Language: Python - Size: 19.4 MB - Last synced: 4 months ago - Pushed: over 3 years ago - Stars: 178 - Forks: 59

tims457/RL_Agent_Notebooks

Reinforcement learning notebooks

Language: Jupyter Notebook - Size: 1010 KB - Last synced: 4 months ago - Pushed: about 6 years ago - Stars: 6 - Forks: 0

sohnryang/basketball-gym

OpenAI Gym for basketball game

Language: Python - Size: 5.86 KB - Last synced: 4 months ago - Pushed: about 5 years ago - Stars: 2 - Forks: 0

nikhilbarhate99/Actor-Critic-PyTorch

Policy Gradient Actor-Critic PyTorch | Lunar Lander v2

Language: Python - Size: 2.1 MB - Last synced: 4 months ago - Pushed: about 5 years ago - Stars: 65 - Forks: 27

NullDefault/Gym-Stag-Hunt

A custom reinfrocement learning environment for OpenAI Gym & PettingZoo that implements various Stag Hunt-like social dilemma games.

Language: Python - Size: 196 KB - Last synced: 4 months ago - Pushed: about 2 years ago - Stars: 23 - Forks: 10

ekorudiawan/gym-robot-arm

OpenAI Gym Robot Arm Environment in 2D

Language: Python - Size: 518 KB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 20 - Forks: 9

wil3/gymfc

A universal flight control tuning framework

Language: Python - Size: 8.12 MB - Last synced: 4 months ago - Pushed: over 2 years ago - Stars: 360 - Forks: 95

kevinrussellmoy/smart-rl-mg

Reinforcement Learning + Microgrids for OpenDSS with the Stanford Microgrid Analysis and Research Training internship

Language: Python - Size: 5.69 MB - Last synced: 4 months ago - Pushed: almost 3 years ago - Stars: 15 - Forks: 4

nkrgit/Fleet-Scheduling-using-MADDPG-Multi-Agent-RL

Developed a Multi-Agent DDPG to solve Vehicle Scheduling problem.

Language: Jupyter Notebook - Size: 1.72 MB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 8 - Forks: 1

MG2033/A2C

A Clearer and Simpler Synchronous Advantage Actor Critic (A2C) Implementation in TensorFlow

Language: Python - Size: 886 KB - Last synced: 4 months ago - Pushed: over 5 years ago - Stars: 181 - Forks: 37

Amin-Sz/Deep-Reinforcement-Learning

Language: Python - Size: 204 MB - Last synced: 4 months ago - Pushed: 10 months ago - Stars: 6 - Forks: 1

MohammadAsadolahi/Deep-Q-Learning-for-solving-OpenAi-Gym-LunarLander-v2-in-python

reinforcement learning DQN method to solve OpenAi Gym "LunarLander-v2" by usnig a Deep Neuralnetwork

Language: Jupyter Notebook - Size: 300 KB - Last synced: 4 months ago - Pushed: about 2 years ago - Stars: 13 - Forks: 0

navuboy/rl_gym

Solving several OpenAI Gym and custom gazebo environments using reinforcement learning techniques.

Language: Python - Size: 4.38 MB - Last synced: 4 months ago - Pushed: over 5 years ago - Stars: 19 - Forks: 15

nikhilbarhate99/TD3-PyTorch-BipedalWalker-v2

Twin Delayed DDPG (TD3) PyTorch solution for Roboschool and Box2d environment

Language: Python - Size: 28.8 MB - Last synced: 4 months ago - Pushed: almost 5 years ago - Stars: 100 - Forks: 32

pkoperek/gym_cloudsimplus

Environment for OpenAI Gym which can simulate an app deployed to a cloud environment.

Language: Python - Size: 419 KB - Last synced: 4 months ago - Pushed: 9 months ago - Stars: 14 - Forks: 5

shakenes/vizdoomgym

OpenAI Gym wrapper for ViZDoom enviroments

Language: Python - Size: 180 KB - Last synced: 3 months ago - Pushed: almost 3 years ago - Stars: 64 - Forks: 27

thomashirtz/gym-hybrid

Collection of OpenAI parametrized action-space environments.

Language: Python - Size: 237 KB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 46 - Forks: 8

rshnn/battleship

Agent trained to play battleship using reinforcement learning (PPO) and openAI gym

Language: Jupyter Notebook - Size: 29.9 MB - Last synced: 4 months ago - Pushed: over 2 years ago - Stars: 2 - Forks: 1

ryanrudes/chess-gym

OpenAI Gym environment for Chess, using the game engine of the python-chess module

Language: Python - Size: 43.9 KB - Last synced: 25 days ago - Pushed: almost 2 years ago - Stars: 8 - Forks: 0

cambel/ur_openai_gym

OpenAI Gym interface for Universal Robots with ROS Gazebo

Language: Python - Size: 1.22 MB - Last synced: 4 months ago - Pushed: 5 months ago - Stars: 14 - Forks: 2

alexhiggins732/SharpDesktopGym

SharpDesktopGym uses CSharp environments for interaction with Python TensorFlow Agents.

Language: Python - Size: 143 KB - Last synced: 4 months ago - Pushed: about 3 years ago - Stars: 2 - Forks: 0

sdsubhajitdas/Rocket_Lander_Gym

💥💥 This is a easy installable extension for OpenAi Gym Environment. This simulates SpaceX Falcon landing.

Language: Python - Size: 4.32 MB - Last synced: 4 months ago - Pushed: almost 6 years ago - Stars: 51 - Forks: 6

PieroMacaluso/Deep-RL-Autonomous-Systems

Designing a control system to exploit model-free deep reinforcement learning algorithms to solve a real-world autonomous driving task of a small robot.

Language: Python - Size: 319 MB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 14 - Forks: 5

sytelus/podworld

OpenAI Gym environment emphasizing Partially Observable Dynamic physics-based fast cross-platform 2D world

Language: Jupyter Notebook - Size: 9.9 MB - Last synced: about 1 month ago - Pushed: about 2 years ago - Stars: 6 - Forks: 2

tiagoCuervo/CommonsGame

An OpenAI gym multi-agent environment implementing the Commons Game proposed in "A multi-agent reinforcement learning model of common-pool resource appropriation"

Language: Python - Size: 371 KB - Last synced: 4 months ago - Pushed: almost 4 years ago - Stars: 18 - Forks: 4

JS2498/CS420-Reinforcement-Learning

CS420: Reinforcement Learning

Language: Jupyter Notebook - Size: 116 MB - Last synced: 4 months ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 1

Dellintel98/smart-nanogrid-gym

Smart Nanogrid Gym is an OpenAI Gym environment for simulation of a smart nanogrid incorporating renewable energy systems, battery energy storage systems, electric vehicle charging station, grid connection, a connected building and using vehicle-to-everything methodology.

Language: Jupyter Notebook - Size: 31.4 MB - Last synced: 4 months ago - Pushed: about 1 year ago - Stars: 1 - Forks: 2

MelvinMo/Agent-Training-for-Breakout-Game

The development of an AI agent proficient in the classic game 'Breakout,' utilizing deep reinforcement learning and a DQN architecture.

Language: Jupyter Notebook - Size: 21 MB - Last synced: 4 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0

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.

Language: Python - Size: 37.6 MB - Last synced: 4 months ago - Pushed: over 3 years ago - Stars: 20 - Forks: 3

LeroyChristopherDunn/CLGridWorld

Configurable Curriculum Learning Domain for Reinforcement Learning Agents. As specified by [Narvekar, Sanmit, Jivko Sinapov, and Peter Stone. "Autonomous Task Sequencing for Customized Curriculum Design in Reinforcement Learning." IJCAI. 2017.]

Language: Python - Size: 985 KB - Last synced: 4 months ago - Pushed: over 4 years ago - Stars: 8 - Forks: 3

Ueva/BaRL_Envs

A collection of useful environments for testing Reinforcement Learning algorithms. Designed (mostly) with discrete, graph-based methods in mind.

Language: Python - Size: 126 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 1 - Forks: 0

telmo-correa/gym-snake

Snakes package for OpenAI Gym

Language: Python - Size: 1.01 MB - Last synced: 4 months ago - Pushed: almost 5 years ago - Stars: 6 - Forks: 3

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.

Language: Python - Size: 50.3 MB - Last synced: 4 months ago - Pushed: over 5 years ago - Stars: 15 - Forks: 8

adesgautam/Reinforcement-Learning

Reinforcement learning algorithms to solve OpenAI gym environments

Language: Python - Size: 493 KB - Last synced: 4 months ago - Pushed: about 4 years ago - Stars: 4 - Forks: 1

purvasingh96/gym-fraud

💳 Creates a new gym environment for credit-card anomaly detection using Deep Q-Networks (DQN) and leverages Open AI's Gym toolkit to allocate appropriate awards to the RL agent.

Language: Jupyter Notebook - Size: 446 KB - Last synced: 4 months ago - Pushed: over 3 years ago - Stars: 9 - Forks: 6

khaledabdrabo98/gym-deep-rl

In this project, we aim to balance the pole in OpenAI's Gym, Cartpole environment using different Deep Learning techniques.

Language: Python - Size: 6.48 MB - Last synced: about 1 month ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

mryellow/gym-mazeexplorer

Maze Exploration OpenAIGym environment

Language: Python - Size: 23.4 KB - Last synced: 6 days ago - Pushed: almost 5 years ago - Stars: 6 - Forks: 2

ernestum/QuadrotorEnvironment

OpenAI Gym Environment for Quadrotors

Language: Python - Size: 67.4 KB - Last synced: about 1 month ago - Pushed: almost 5 years ago - Stars: 6 - Forks: 1

Phylliade/awesome-openai-gym-environments

Awesome openai gym environments

Size: 4.88 KB - Last synced: 15 days ago - Pushed: almost 5 years ago - Stars: 11 - Forks: 0

karma0/stock_gym

An OpenAI Gym environment for stock market data

Language: Python - Size: 59.6 KB - Last synced: 7 days ago - Pushed: over 1 year ago - Stars: 4 - Forks: 3

mryellow/maze_explorer

A simple maze exploration game for AI agents

Language: Python - Size: 436 KB - Last synced: about 1 month ago - Pushed: over 4 years ago - Stars: 6 - Forks: 4

BlueRiverTech/quanser-openai-driver

OpenAI Gym wrapper for the Quanser Qube and Quanser Aero

Language: Python - Size: 12.3 MB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 14 - Forks: 11

nazaninsbr/Intellignet-Taxi

A Taxi driver agent that learns using Q learning and Sarsa

Language: Python - Size: 248 KB - Last synced: 4 months ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0

praveenVnktsh/Car-Racing-Environment-for-Reinforcement-Learning

A simple environment for allowing an agent learn to become better through reinforcement learning

Language: Python - Size: 1.98 MB - Last synced: 4 months ago - Pushed: over 3 years ago - Stars: 2 - Forks: 1

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.

Language: Python - Size: 2.52 MB - Last synced: 4 months ago - Pushed: about 3 years ago - Stars: 1 - Forks: 0

xuxiyang1993/gym-guidance-collision-avoidance-single

Language: Python - Size: 45.5 MB - Last synced: 4 months ago - Pushed: about 4 years ago - Stars: 5 - Forks: 3

vamsianumula/cliff-walking

Solution to OpenAI Gym's CliffWalking environment using Sarsa, Q-Learning and Expected Sarsa

Language: Jupyter Notebook - Size: 1000 Bytes - Last synced: 4 months ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

mokeddembillel/gym-lqr

An Open AI Gym custom environment

Language: Python - Size: 15.6 KB - Last synced: 4 months ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

victor-iyi/openai-gym

A Reinforcement Learning demo using the OpenAI's gym environment.

Language: Jupyter Notebook - Size: 29.3 KB - Last synced: about 1 month ago - Pushed: over 6 years ago - Stars: 2 - Forks: 0

TTitcombe/CartPoleSwingUp

Custom environment for OpenAI gym

Language: Python - Size: 8.79 KB - Last synced: 6 months ago - Pushed: almost 5 years ago - Stars: 3 - Forks: 0

Nilusche/SnakeGym

Snake openai gym environment

Language: Python - Size: 88.3 MB - Last synced: 4 months ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

dnlzrgz/super_mario_rl

Language: Jupyter Notebook - Size: 46.9 KB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

SciEcon/CryptoEnv

Size: 11.7 KB - Last synced: 4 months ago - Pushed: about 2 years ago - Stars: 2 - Forks: 1

AntonioFuziy/ReinforcementLearning

A repository with some reinforcement learning projects

Language: Python - Size: 5.45 MB - Last synced: 4 months ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

sungho-cho/gym-janggi

OpenAI Gym environments for Janggi (Korean chess)

Language: Python - Size: 61.5 KB - Last synced: 7 days ago - Pushed: almost 2 years ago - Stars: 2 - Forks: 0

bmaxdk/OpenAI-Gym-CartPole-v1-HillClimbing

Implement hill-climbing method with adaptive noise scaling

Language: Jupyter Notebook - Size: 51.8 KB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 2 - Forks: 1

jangThang/Cartpole

In Cartpole Reinforcement Learning Environment, DQN, DDQN, and Dueling DQN methods are trained respectively.

Language: Jupyter Notebook - Size: 933 KB - Last synced: 4 months ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0

alexhaislip/OpenAI_Gym

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

Language: Python - Size: 3.91 KB - Last synced: 4 months ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

AhmetHamzaEmra/Understanding_RL

Clear explanations and simple implementations of Deep reinforcement learning Algorithms

Language: Jupyter Notebook - Size: 1.29 MB - Last synced: 4 months ago - Pushed: about 5 years ago - Stars: 2 - Forks: 0

Adriel-M/OpenAI-Gym-Solutions

Solutions to OpenAI-Gym environments.

Language: Python - Size: 14.6 KB - Last synced: 15 days ago - Pushed: about 7 years ago - Stars: 2 - Forks: 1

shubham0204/QLearning_With_FrozenLakeEnv_Android

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

Language: Kotlin - Size: 2.8 MB - Last synced: 4 months ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

NoblesseCoder/gym-karmedbandits

Gym Armed Bandits is an environment bundle for OpenAI Gym

Language: Python - Size: 17.6 KB - Last synced: 6 days ago - Pushed: about 4 years ago - Stars: 0 - Forks: 0

sandipan1/BitFlipper

BitFlipper environment in OpenAI gym format

Language: Python - Size: 80.1 KB - Last synced: 4 months ago - Pushed: over 6 years ago - Stars: 0 - Forks: 0

gargivaidya/parrot_drone_gym_env

Repository for a custom OpenAI Gym compatible environment for the Parrot Drone ANAFI 4K.

Language: Python - Size: 32.2 KB - Last synced: 4 months ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

Chachay/ClassicGym

OpenAI Gym environments for classic (nonlinear) problems

Language: Python - Size: 95.7 KB - Last synced: 4 months ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

GiacomoFerro/Bachelor-Thesis

My bachelor thesis in Bioinformatics

Language: Python - Size: 32.8 MB - Last synced: 4 months ago - Pushed: over 4 years ago - Stars: 0 - Forks: 0

boringtutor/makeGifFromGymOpenAi

This is the example to create the gif from the gym openai

Language: Python - Size: 6.84 KB - Last synced: 4 months ago - Pushed: about 5 years ago - Stars: 1 - Forks: 0

suyashdamle/Reinforcement_Learning_Experimentation

Experimental codes and notebooks coded while learning RL.

Size: 0 Bytes - Last synced: 4 months ago - Pushed: about 5 years ago - Stars: 0 - Forks: 0

HarryAlvarado28/OpenAI-GYM-docker

Contenedor con GYM y ejecutar los juegos.

Size: 0 Bytes - Last synced: 4 months ago - Pushed: about 5 years ago - Stars: 0 - Forks: 0

grauwolf32/openai-physics

Language: Python - Size: 535 KB - Last synced: 4 months ago - Pushed: about 5 years ago - Stars: 0 - Forks: 0

RafaelMenesesRibeiro/OpenAI-Gym-NeuralNetBot

Neural Network that plays games from OpenAI's gym

Language: Python - Size: 35.2 KB - Last synced: 4 months ago - Pushed: almost 7 years ago - Stars: 0 - Forks: 2

enjoeyland/Slither_Game

slither game

Language: Python - Size: 32 MB - Last synced: 4 months ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0