IG-RL: Inductive Graph Reinforcement Learning for Massive-Scale Traffic Signal Control

François-Xavier Devailly, Denis Larocque, Laurent Charlin

Scaling adaptive traffic-signal control involves dealing with combinatorial state and action spaces. Multi-agent reinforcement learning attempts to address this challenge by distri…