Assessment of Reward Functions for Reinforcement Learning Traffic Signal Control under Real-World Limitations

Alvaro Cabrejas-Egea, Shaun Howell, Maksis Knutins +1

Adaptive traffic signal control is one key avenue for mitigating the growing consequences of traffic congestion. Incumbent solutions such as SCOOT and SCATS require regular and tim…