IG-RL: Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control.
François-Xavier DevaillyDenis LarocqueLaurent CharlinPublished in: CoRR (2020)
Keyphrases
- reinforcement learning
- traffic signal control
- massive scale
- machine learning
- function approximation
- state space
- model free
- reinforcement learning algorithms
- optimal policy
- temporal difference
- multi agent
- dynamic programming
- markov decision processes
- rl algorithms
- action space
- low latency
- intrusion detection
- optimal control
- real time