Intelligent Transportation Systems

Optimised Traffic Light Management Through Reinforcement Learning: Traffic State Agnostic Agent vs. Holistic Agent With Current V2I Traffic State Knowledge

We analyze the benefits of transmitting a detailed vehicle state via V2I, when optimizing traffic systems with DRL.

Johannes V. S. Busch, Vincent Latzko, Martin Reisslein, Frank H. P. Fitzek