AIS302: The Future of Mixed-Autonomy Traffic - a podcast by AWS
from 2021-01-31T22:10:42.023393
::
::
How will self-driving cars change urban mobility patterns? This talk examines scientific contributions in the field of reinforcement learning, presented in the context of enabling mixed-autonomy mobility-the gradual and complex integration of autonomous vehicles into existing traffic systems. We explore the potential impact of a small fraction of autonomous vehicles on low-level traffic flow dynamics, using novel techniques in model-free deep reinforcement learning. We share examples in the context of a new open-source computational platform and state-of-the-art microsimulation tools with deep-reinforcement libraries.
Further episodes of AWS re:Invent 2018
Further podcasts by AWS
Website of AWS