Deep-RL-TORCS

Autonomous Navigation using Deep Reinforcement Learning

awesome-ml4co

Awesome machine learning for combinatorial optimization papers.

traffic-rl

Experiments with reinforcement learning using Gym, keras-rl and SUMO

sumo-rl

Reinforcement Learning environments for Traffic Signal Control with SUMO. Compatible with Gymnasi...

som-tsp

Solving the Traveling Salesman Problem using Self-Organizing Maps

stanford-cs234

Stanford CS234 : Reinforcement Learning

RL-tasks

Solutions to various tasks using reinforcement learning and optimal control (trajectory optimizat...

rl-examples

Examples of published reinforcement learning algorithms in recent literature implemented in Tenso...

PathPlanning

Common used path planning algorithms with animations.

reinforcement-learning-an-introduction

Solutions to exercises in Reinforcement Learning: An Introduction (2nd Edition).

Reinforcement-Learning-practice-zh

强化学习-中文笔记&资源-以python实例为主-由浅入深

HighwayEnv

A minimalist environment for decision-making in autonomous driving

reinforcement-learning-project

rl-agents

Implementations of Reinforcement Learning and Planning algorithms

TSP-CWOA-SA

A Traveling Salesman Problem (TSP) solver using Simulated Annealing, integrated with Streamlit fo...