Temporal Difference-Aware Graph Convolutional Reinforcement Learning for Multi-Intersection Traffic Signal Control.
Wei-Yu LinYun-Zhu SongBo-Kai RuanHong-Han ShuaiChih-Ya ShenLi-Chun WangYung-Hui LiPublished in: IEEE Trans. Intell. Transp. Syst. (2024)
Keyphrases
- temporal difference
- reinforcement learning
- traffic signal control
- function approximation
- td learning
- temporal difference learning
- model free
- reinforcement learning algorithms
- evaluation function
- monte carlo
- traffic signal
- state space
- policy evaluation
- function approximators
- action selection
- supervised learning
- actor critic
- machine learning
- step size
- temporal difference methods
- multi agent
- learning algorithm
- control policy
- markov decision processes
- traffic control
- multi objective
- neural network
- dynamic programming