Reinforcement Learning-based Traffic Signal Control in Special Scenarios

McGill University, Mar. 2020 ~ May. 2020
Advisor: Prof. Lijun Sun
Co-worker: Zhenyuan Ma
Resources: Video GitHub

• Point out that reinforcement learning traffic signal control should not only focus on regular intersection, but also special scenarios like high-way offramps.
• Both Reinforcement learning efficiency and saftey issues will greatly influenced by scenario changing like simply adding an offramp, which leaves concerns for using reinforcement learning signal control.