circles-consortium.github.io - CIRCLES

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Using deep reinforcement learning and self-driving cars to improve traffic flow and reduce energy consumption

Traffic jams and pollution? We help both with AI.

The Congestion Impacts Reduction via CAV-in-the-loop Lagrangian Energy Smoothing (CIRCLES) project aims to reduce instabilities in traffic flow, called " phantom jams ," that cause congestion and wasted energy. If you have ever encountered a temporary traffic jam for no apparent reason, this might have been a phantom jam that occurred naturally because of human driving behavior.

Links to circles-consortium.github.io (2)

• gbahati.com Home
• lab-work.github.io Work Research Group