rl-algorithms topic

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

microsoft

Repo for the Deep Reinforcement Learning Nanodegree program

udacity

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

navneet-nmk

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

sichkar-valentyn

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

RchalYang

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

tensorflow

A toolkit for reproducible reinforcement learning research.

rlworkgroup

Tensorflow 2 Reinforcement Learning Cookbook, published by Packt

PacktPublishing

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

LucasAlegre

self-studying the Sutton & Barto the hard way

mtrazzi