369 citations · 519 across the 28 of their papers we have counts for
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eess.SY2020★ 9 cited
Optimizing Mixed Autonomy Traffic Flow With Decentralized Autonomous Vehicles and Multi-Agent RL
Eugene Vinitsky, Nathan Lichtle, Kanaad Parvate +1
We study the ability of autonomous vehicles to improve the throughput of a bottleneck using a fully decentralized control scheme in a mixed autonomy setting. We consider the proble…
eess.SY2020
Adaptive Coordination Offsets for Signalized Arterial Intersections using Deep Reinforcement Learning
Keith Anshilo Diaz, Damian Dailisan, Umang Sharaf +5
Coordinating intersections in arterial networks is critical to the performance of urban transportation systems. Deep reinforcement learning (RL) has gained traction in traffic cont…