Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

A topic-centric list of HQ open datasets.

Decision Intelligence platform for Traffic Crossing Signal Control

Reinforcement Learning Benchmarks for Traffic Signal Control (RESCO)

This is a benchmark repository for safe reinforcement learning algorithms

Multi & Single Agent Reinforcement Learning for Traffic Signal Control Problem

李宏毅2021春季机器学习课程课件及作业

SUMO adaptive traffic signal control - DQN, DDPG, Webster's, Max-pressure, Self-Organizing Traffic Lights

吴恩达老师的机器学习课程个人笔记

An interface for Reinforcement Learning environments with SUMO for Traffic Signal Control. Compatible with gym, PettingZoo and RLlib.

The pytorch implementation of DGN on grid world and Starcraft

Python Implementation of Reinforcement Learning: An Introduction

Reinforcement learning resources curated

Deep Reinforcement Learning based traffic-control

multi-agent deep reinforcement learning for large-scale traffic signal control.