Decentralized Deep Reinforcement Learning for Network Level Traffic Signal Control

Jin Guo

In this thesis, I propose a family of fully decentralized deep multi-agent reinforcement learning (MARL) algorithms to achieve high, real-time performance in network-level traffic…