65 citations · 282 across the 33 of their papers we have counts for
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eess.SY2022★ 2 cited
ADLight: A Universal Approach of Traffic Signal Control with Augmented Data Using Reinforcement Learning
Maonan Wang, Yutong Xu, Xi Xiong +3
Traffic signal control has the potential to reduce congestion in dynamic networks. Recent studies show that traffic signal control with reinforcement learning (RL) methods can sign…
cs.LG2022★ 2 cited
Rényi State Entropy for Exploration Acceleration in Reinforcement Learning
Mingqi Yuan, Man-on Pun, Dong Wang
One of the most critical challenges in deep reinforcement learning is to maintain the long-term exploration capability of the agent. To tackle this problem, it has been recently pr…