Learning to Trade Off Performance and Safety in Mixed Autonomy Traffic

With the advent of autonomous vehicles (AVs), and with the slow but steady consumer adoption of AVs on road networks, there is a newfound need to study the interactions between efficient traffic flow and driving safety in mixed autonomy traffic. Extending from reinforcement learning methods in robot...

Полное описание

Библиографические подробности
Главный автор: Ding, Jessica H.
Другие авторы: Wu, Cathy
Формат: Диссертация
Опубликовано: Massachusetts Institute of Technology 2024
Online-ссылка:https://hdl.handle.net/1721.1/156819