Feng Chen

Deep Recurrent Q-learning Method for Area Traffic Coordination Control

Saijiang Shi & Feng Chen · Journal of Advances in Mathematics and Computer Science · 2018

In order to improve the performance of Deep Q-learning when dealing with the area traffic control which is a partially observable Markov decision process. This paper introduces Deep Recurrent Q-learning by changing the fully connected network layers to LSTM layers. On the other h...