Ecosyste.ms: Repos

An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: rl-algorithms

Repositories

LucasAlegre/sumo-rl

Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasium, PettingZoo, and popular RL libraries.

Language: Python - Size: 41.2 MB - Last synced: 4 days ago - Pushed: 18 days ago - Stars: 631 - Forks: 179

alibaba/EasyReinforcementLearning

EasyRL: An easy-to-use and comprehensive reinforcement learning package.

Language: Python - Size: 656 KB - Last synced: 5 days ago - Pushed: about 2 years ago - Stars: 199 - Forks: 40

navneet-nmk/pytorch-rl

This repository contains model-free deep reinforcement learning algorithms implemented in Pytorch

Language: Python - Size: 97.1 MB - Last synced: 4 days ago - Pushed: almost 5 years ago - Stars: 441 - Forks: 56

tensorflow/agents

TF-Agents: A reliable, scalable and easy to use TensorFlow library for Contextual Bandits and Reinforcement Learning.

Language: Python - Size: 12.7 MB - Last synced: 16 days ago - Pushed: 2 months ago - Stars: 2,735 - Forks: 721

LucasAlegre/morl-baselines

Multi-Objective Reinforcement Learning algorithms implementations.

Language: Python - Size: 22.2 MB - Last synced: 21 days ago - Pushed: 21 days ago - Stars: 228 - Forks: 32

microsoft/maro

Multi-Agent Resource Optimization (MARO) platform is an instance of Reinforcement Learning as a Service (RaaS) for real-world resource optimization problems.

Language: Python - Size: 110 MB - Last synced: 18 days ago - Pushed: 3 months ago - Stars: 817 - Forks: 152

rlworkgroup/garage

A toolkit for reproducible reinforcement learning research.

Language: Python - Size: 57.6 MB - Last synced: 26 days ago - Pushed: about 1 year ago - Stars: 1,812 - Forks: 306

spirosrap/Deep-Reinforcement-Learning

Deep Reinforcement Learning - Implementations and Theory: A path to mastery

Language: Python - Size: 21.3 MB - Last synced: about 1 month ago - Pushed: over 2 years ago - Stars: 3 - Forks: 2

udacity/deep-reinforcement-learning

Repo for the Deep Reinforcement Learning Nanodegree program

Language: Jupyter Notebook - Size: 3.37 MB - Last synced: about 1 month ago - Pushed: 6 months ago - Stars: 4,757 - Forks: 2,337

PacktPublishing/Tensorflow-2-Reinforcement-Learning-Cookbook

Tensorflow 2 Reinforcement Learning Cookbook, published by Packt

Language: Jupyter Notebook - Size: 5.26 MB - Last synced: about 1 month ago - Pushed: over 1 year ago - Stars: 179 - Forks: 85

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

markub3327/rl-toolkit

RL-Toolkit: A Research Framework for Robotics

Language: Python - Size: 144 MB - Last synced: 6 days ago - Pushed: 2 months ago - Stars: 17 - Forks: 2

maik97/wacky-rl

Custom Reinforcement Learning Agents

Language: Python - Size: 232 KB - Last synced: 28 days ago - Pushed: 7 months ago - Stars: 3 - Forks: 0

sichkar-valentyn/Reinforcement_Learning_in_Python

Implementing Reinforcement Learning, namely Q-learning and Sarsa algorithms, for global path planning of mobile robot in unknown environment with obstacles. Comparison analysis of Q-learning and Sarsa

Language: Python - Size: 23.4 MB - Last synced: 7 months ago - Pushed: about 2 years ago - Stars: 294 - Forks: 97

RchalYang/torchrl

Pytorch Implementation of Reinforcement Learning Algorithms ( Soft Actor Critic(SAC)/ DDPG / TD3 /DQN / A2C/ PPO / TRPO)

Language: Python - Size: 583 KB - Last synced: 7 months ago - Pushed: almost 2 years ago - Stars: 185 - Forks: 20

mtrazzi/rl-book-challenge

self-studying the Sutton & Barto the hard way

Language: Python - Size: 13.6 MB - Last synced: 7 months ago - Pushed: over 2 years ago - Stars: 175 - Forks: 29

samyuh/feup-iart-ball_sort_puzzle

Reinforcement Learning in Ball Sort Puzzle

Language: Python - Size: 7.91 MB - Last synced: 8 months ago - Pushed: almost 3 years ago - Stars: 1 - Forks: 0

ethanmclark1/rl_toolkit

A collection of RL algorithms written in PyTorch

Language: Python - Size: 233 KB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 0 - Forks: 0

nhabbash/reinforcement-learning

Various RL algorithms implementations

Language: Jupyter Notebook - Size: 2.36 MB - Last synced: 10 months ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

GerTheMessiah/Snake-AI

Short own implementation of the game snake. In this project I'am using the ray library together with ray tune and a custom PPO model.

Language: Python - Size: 11.3 MB - Last synced: 10 months ago - Pushed: 10 months ago - Stars: 0 - Forks: 0

andrewli77/combinatorial-rl-tasks

Tasks with combinatorial structure embedded in MuJoCo robotics environments.

Language: Python - Size: 1.03 MB - Last synced: 4 months ago - Pushed: almost 2 years ago - Stars: 1 - Forks: 1

mail-ecnu/VMAgent

Our VMAgent is a platform for exploiting Reinforcement Learning (RL) on Virtual Machine (VM) scheduling tasks.

Language: Python - Size: 27.9 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 66 - Forks: 10

liuzuxin/cvpo-safe-rl

Code for "Constrained Variational Policy Optimization for Safe Reinforcement Learning" (ICML 2022)

Language: Python - Size: 16.7 MB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 42 - Forks: 6

aigerimb/RL-Algorithms

This repository contains my implementations of well-known reinforcement learning algorithms for training a single agent. All implementations are done using PyTorch and Python >=3.6.

Language: Python - Size: 64.5 KB - Last synced: 12 months ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

amifunny/RL-Notebooks

This is a repository for Coursera Reinforcement Learning Course Notebook ,, these consist of my solutions. Feel Free to take a look , if you are stuck in Course and suggest corrections, if you find any mistake. Also Useful if you are looking for an implementation of RL-Algorithms. ** NOTE THESE NOTEBOOKS DON'T WORK AS THEY DO NOT CONTAIN UTILITY FILES WHICH ARE AVAILABLE ONLY ON COURSERA.

Language: Jupyter Notebook - Size: 532 KB - Last synced: about 1 year ago - Pushed: about 4 years ago - Stars: 2 - Forks: 0

Nathan-Bernardo/RCPS-Safety-Guidance

Safe Reinforce Learning -> Constraint algorithms to train agents in Safety Gym, paper notes on research papers regarding RL with constraints + optimizer + neural networks, PyTorch implementation on policy gradient algorithms

Language: Python - Size: 1.33 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 3 - Forks: 0

rlai-lab/MinAtar-Faster Fork of kenjyoung/MinAtar

Optimized version of the MinAtar (testbed for AI agents) codebase along with benchmarks for standard Reinforcement Learning agents on various environments.

Language: Python - Size: 6.35 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 3 - Forks: 1