Microscopic Model-Based RL Approaches for Traffic Signal Control Generalize Better than Model-Free RL Approaches

Parth Jaggi, Xiaoyu Wang, Nicolas Carrara, Scott Sanner, Baher Abdulhai. Microscopic Model-Based RL Approaches for Traffic Signal Control Generalize Better than Model-Free RL Approaches. In 24th IEEE International Intelligent Transportation Systems Conference, ITSC 2021, Indianapolis, IN, USA, September 19-22, 2021. pages 2525-2532, IEEE, 2021. [doi]

Abstract

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