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eess.SY2019
Reinforcement Learning for Traffic Control with Adaptive Horizon
Wentao Chen, Tehuan Chen, Guang Lin
This paper proposes a reinforcement learning approach for traffic control with the adaptive horizon. To build the controller for the traffic network, a Q-learning-based strategy th…
eess.SY2015★ 1 cited
Computational Optimal Control of the Saint-Venant PDE Model Using the Time-scaling Technique
Tehuan Chen, Chao Xu
This paper proposes a new time-scaling approach for computational optimal control of a distributed parameter system governed by the Saint-Venant PDEs. We propose the time-scaling a…