DLR-RM/stable-baselines3

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

Language: Python - Size: 4.27 MB - Last synced: 10 days ago - Pushed: 10 days ago - Stars: 8,051 - Forks: 1,565

Stable-Baselines-Team/stable-baselines3-contrib

Contrib package for Stable-Baselines3 - Experimental reinforcement learning (RL) code

Language: Python - Size: 1.08 MB - Last synced: 11 days ago - Pushed: 13 days ago - Stars: 430 - Forks: 164

RsGoksel/Snake-Game_PPO-Solution

Snake game environment integrated with OpenAI Gym. Proximal Policy Optimization (PPO) implementation for training. Visualization of training progress and agent performance. Easy to understand code.

Language: Jupyter Notebook - Size: 22.5 KB - Last synced: 16 days ago - Pushed: 16 days ago - Stars: 1 - Forks: 0

DLR-RM/rl-baselines3-zoo

A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.

Language: Python - Size: 3.72 MB - Last synced: 22 days ago - Pushed: 23 days ago - Stars: 1,787 - Forks: 469

araffin/rl-baselines-zoo

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

Language: Python - Size: 367 MB - Last synced: 23 days ago - Pushed: over 1 year ago - Stars: 1,112 - Forks: 205

stefanbschneider/mobile-env

An open, minimalist Gymnasium environment for autonomous coordination in wireless mobile networks.

Language: Python - Size: 2.86 MB - Last synced: 19 days ago - Pushed: about 2 months ago - Stars: 84 - Forks: 24

GioStamoulos/BTC_RL_Trading_Bot

A trading bitcoin agent was created with deep reinforcement learning implementations.

Language: Jupyter Notebook - Size: 53.9 MB - Last synced: 17 days ago - Pushed: about 2 years ago - Stars: 27 - Forks: 6

DLR-RM/rl-trained-agents

A collection of pre-trained RL agents using Stable Baselines3

Language: Python - Size: 1.34 GB - Last synced: 2 months ago - Pushed: about 1 year ago - Stars: 92 - Forks: 23

Tqualizer/Retro-Street-Fighter-reinforcement-learning

Experiments with multiple reinforcement ML algorithms to learn how to beat Street Fighter II

Language: Python - Size: 2.65 MB - Last synced: 3 months ago - Pushed: about 3 years ago - Stars: 4 - Forks: 0

araffin/learning-to-drive-in-5-minutes Fork of r7vme/learning-to-drive-in-a-day

Implementation of reinforcement learning approach to make a car learn to drive smoothly in minutes

Language: Python - Size: 14.2 MB - Last synced: about 2 months ago - Pushed: about 2 years ago - Stars: 277 - Forks: 86

HumanCompatibleAI/better-adversarial-defenses

Training in bursts for defending against adversarial policies

Language: Python - Size: 47.9 MB - Last synced: 4 months ago - Pushed: over 3 years ago - Stars: 11 - Forks: 3

Derek-TH-Wang/hybrid_gait

RL training for quadruped robot(mit minicheetah) various gaits in different velocity based on MPC controller.

Language: C++ - Size: 16.6 MB - Last synced: 4 months ago - Pushed: almost 2 years ago - Stars: 10 - Forks: 2

araffin/rl-tutorial-jnrr19

Stable-Baselines tutorial for Journées Nationales de la Recherche en Robotique 2019

Language: Jupyter Notebook - Size: 500 KB - Last synced: 7 months ago - Pushed: 12 months ago - Stars: 495 - Forks: 97

Stable-Baselines-Team/rl-colab-notebooks

Colab notebooks part of the documentation of Stable Baselines reinforcement learning library

Language: Jupyter Notebook - Size: 125 KB - Last synced: 7 months ago - Pushed: about 1 year ago - Stars: 157 - Forks: 27

andrewjc/wolf3d-golang

This project combines the power of reinforcement learning with a custom raycasting game engine written in Golang, reminiscent of the classic Wolf3D game.

Language: Go - Size: 1.25 MB - Last synced: 4 months ago - Pushed: over 1 year ago - Stars: 6 - Forks: 0

Stable-Baselines-Team/stable-baselines

Mirror of Stable-Baselines: a fork of OpenAI Baselines, implementations of reinforcement learning algorithms

Language: Python - Size: 9.05 MB - Last synced: 7 months ago - Pushed: about 1 year ago - Stars: 259 - Forks: 57

HannesStark/gnn-reinforcement-learning

Representing robots as graphs for reinforcement-learning in PyBullet locomotion environments.

Language: Jupyter Notebook - Size: 20.4 MB - Last synced: 7 months ago - Pushed: about 3 years ago - Stars: 17 - Forks: 5

RealVNF/distributed-drl-coordination

Distributed Online Service Coordination Using Deep Reinforcement Learning

Language: Python - Size: 363 KB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 9 - Forks: 5

sergeLabo/balance

Reinforcement learning

Language: Python - Size: 7.07 MB - Last synced: 9 months ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

landonbutler/Learning-Connectivity

Novel learned communication protocol for coordinating data distribution within collaborative robot teams

Language: Python - Size: 174 MB - Last synced: 10 months ago - Pushed: almost 3 years ago - Stars: 2 - Forks: 1

KeremCikikci/Apple_Basket

-Reinforcement Learning- (stablebaselines & gym)

Language: Python - Size: 386 KB - Last synced: 4 months ago - Pushed: 9 months ago - Stars: 1 - Forks: 1

alpine-chamois/actor-critic

Deep Reinforcement Learning

Language: Python - Size: 1.32 MB - Last synced: 3 months ago - Pushed: 6 months ago - Stars: 1 - Forks: 0

astrologos/tradinggym

A highly-customizable OpenAI gym environment to train & evaluate RL agents trading stocks and crypto.

Language: Python - Size: 14.1 MB - Last synced: 12 months ago - Pushed: 12 months ago - Stars: 3 - Forks: 1

kollabpr/Reinforcement-Learning-in-Super-Mario-Bros

This repository contains the Project for Machine Learning (CSC-736), done under the guidance of Dr. Siming Liu, at Missouri State University.

Language: Python - Size: 10.6 MB - Last synced: 12 months ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 1

sadighian/recommendation-gym

MovieLens recommendation system using reinforcement learning (GYM + PPO)

Language: Python - Size: 53.7 KB - Last synced: 10 months ago - Pushed: almost 4 years ago - Stars: 39 - Forks: 9

hululuzhu/mario-rl

Super Mario Reinforcement Learning (RL) Training Colab notebook with Stable Baseline3 Library

Language: Jupyter Notebook - Size: 22.9 MB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 5 - Forks: 4

iKeepo/stable-baselines-zh

Stable Baselines官方文档中文版

Language: Python - Size: 4.96 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 77 - Forks: 10

7enTropy7/Racer_AI

Developed an highly customizable OpenAI gym environment and trained a stable_baselines3 PPO agent. Used the expert agent for Imitation Learning with DAgger

Language: Python - Size: 1.7 MB - Last synced: 24 days ago - Pushed: 9 months ago - Stars: 6 - Forks: 1

andriusbern/stadium

A graphical interface for reinforcement learning and gym-based environments.

Language: Python - Size: 17.8 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 31 - Forks: 3

CN-UPB/NFVdeep

NFVdeep: Deep Reinforcement Learning for Online Orchestration of Service Function Chains

Language: Python - Size: 420 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 31 - Forks: 13

prabhasak/masters-thesis

A basic implementation of imitation learning using Stable Baselines 2.10

Language: Python - Size: 58.7 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 3 - Forks: 0

manantomar/Mirror-Descent-Policy-Optimization

Mirror Descent Policy Optimization

Language: Python - Size: 44.9 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 25 - Forks: 3

CUN-bjy/policy-distillation-baselines

Pytorch Implementation of Policy Distillation for control, which has well-trained teachers via stable_baselines3.

Language: Python - Size: 959 MB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 28 - Forks: 3

rpatrik96/pytorch-a2c

A well-documented A2C written in PyTorch

Language: Python - Size: 8.79 KB - Last synced: about 1 year ago - Pushed: almost 5 years ago - Stars: 35 - Forks: 5

francofgp/Tic-Tac-Toe-Gym

This is the Tic-Tac-Toe game made with Python using the PyGame library and the Gym library to implement the AI with Reinforcement Learning

Language: Python - Size: 1.86 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 7 - Forks: 2

HugoTini/GymGodot

Reinforcement learning with Godot

Language: GDScript - Size: 10.1 MB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 11 - Forks: 4

Egiob/DiversityIsAllYouNeed-SB3 Fork of DLR-RM/stable-baselines3

Implementation of Diversity Is All You Need (DIAYN) on top of Stable Baselines 3.

Language: Python - Size: 162 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 9 - Forks: 1

wangcongrobot/gym-ur5_gripper

Language: Python - Size: 15.2 MB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 7 - Forks: 3

PierreExeter/rl_reach

RL Reach is a platform for running reproducible reinforcement learning experiments.

Language: Python - Size: 83.1 MB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 34 - Forks: 8

rpatrik96/AttA2C

Attention-based Curiosity-driven Exploration in Deep Reinforcement Learning

Language: Jupyter Notebook - Size: 9.37 MB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 23 - Forks: 7

SwamiKannan/Breakout-v0-using-Stable-Baselines

Solving the Atari Breakout environment using Stable Baselines

Language: Jupyter Notebook - Size: 161 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

NTUT-SELab/ConsoleGame-ActionMask.Gym

一些簡單的遊戲，用來驗證強化學習中使用動作遮罩的效果及影響

Language: Python - Size: 350 KB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 7 - Forks: 1

USC-CSCI527-Spring2021/VizDoom-Bot

Language: Python - Size: 32.3 MB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 3 - Forks: 0

Derek-TH-Wang/OpenRoboRL

An open source robot reinforcement learing plantform using stable-baselines and OpenAI Gym

Language: Python - Size: 9.96 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 9 - Forks: 2

rd-tobias-sunderdiek/hyperparameter-tuning-demo

Demo for hyperparameter tuning with tune using an DQN example from Udacity for OpenAI gym

Language: Python - Size: 1.48 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 4 - Forks: 0

lutakrystal305/Reinforcement_Learning

Language: Jupyter Notebook - Size: 185 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

unknown-yuser/ppo_super-mario-bros

Playing Super Mario Bros using PPO

Language: Jupyter Notebook - Size: 15.3 MB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 0 - Forks: 0

Devzard/TicTacToe-AI-bot

A bot to play Tic-tac-toe using deep reinforcement learning. Additional RL agents and n-step lookahead agent.

Language: Jupyter Notebook - Size: 200 KB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0

prabhasak/reproducibility

An implementation of reinforcement learning using Stable Baselines 2.10, with several features and focus on reproducing results

Language: Python - Size: 7.87 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

yashk2000/BolleRenverse

A few things I learned while learning about machine learning.

Language: Jupyter Notebook - Size: 469 KB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 0 - Forks: 0

manantomar/Multi-step-Greedy-Reinforcement-Learning-Algorithms

Multi-step Greedy Reinforcement Learning Algorithms

Language: Python - Size: 94.7 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 2 - Forks: 1

WPI-MMR/learning_experiments

Experiments to try and get the solo 8 up and running

Language: Jupyter Notebook - Size: 213 KB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 0 - Forks: 0

TheTrash/Thesis-Work

My final work for my degree in computer science

Language: Jupyter Notebook - Size: 12.1 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

felix0901/ReinforceLearning_SB3

Training Open AI Gym with Reinforcement Learning

Language: Python - Size: 31.3 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

nicholasRenninger/GAIL-Formal_Methods

A docker environment and notebooks to experiment with Generative Adversarial Imitation Learning and Formal Methods

Language: Python - Size: 214 MB - Last synced: about 1 year ago - Pushed: about 4 years ago - Stars: 1 - Forks: 1

AvisekNaug/CDC2020

Work for CDC2020

Language: Jupyter Notebook - Size: 63.3 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

AnthonyDickson/learning2write

Teaching a neural network how to write letters and digits with reinforcement learning.

Language: Python - Size: 1.25 MB - Last synced: about 1 year ago - Pushed: almost 5 years ago - Stars: 4 - Forks: 0

nicholasRenninger/NeuralMooreMachine_Experiments

A docker environment and notebooks to experiment with the extraction of moore machines from RNN RL policies

Language: Jupyter Notebook - Size: 427 MB - Last synced: about 1 year ago - Pushed: about 4 years ago - Stars: 0 - Forks: 0

lukaskiss222/agarDQNbot

Trying to implement Agar bot with DQN

Language: Python - Size: 114 MB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 1 - Forks: 0