Reinforcement Learning for Autonomous Vehicle Traffic Smoothing

Researchers from UC Berkeley deployed 100 reinforcement learning-controlled autonomous vehicles on a highway to smooth traffic flow, reduce stop-and-go waves, and improve energy efficiency during rush hour.

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1. AnnouncementMar 25, 2025, 09:00 AM 84%

   100 RL-controlled AVs deployed to smooth highway traffic and reduce fuel consumption

   Researchers from UC Berkeley deployed 100 reinforcement learning-controlled autonomous vehicles on a highway to smooth traffic flow, reduce stop-and-go waves, and improve energy efficiency during rush hour.

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