Data efficient reinforcement learning and adaptive optimal perimeter control of network traffic dynamics

C. Chen, Y. P. Huang, W. H. K. Lam +4

Existing data-driven and feedback traffic control strategies do not consider the heterogeneity of real-time data measurements. Besides, traditional reinforcement learning (RL) meth…