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Alexandre Bayen

Scalable Learning of Segment-Level Traffic Congestion Functions

May 09, 2024
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Enabling Mixed Autonomy Traffic Control

Oct 28, 2023
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So you think you can track?

Sep 13, 2023
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Decentralized Vehicle Coordination: The Berkeley DeepDrive Drone Dataset

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Sep 22, 2022
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Multi-Adversarial Safety Analysis for Autonomous Vehicles

Dec 29, 2021
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The Surprising Effectiveness of MAPPO in Cooperative, Multi-Agent Games

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Mar 02, 2021
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A Graph Convolutional Network with Signal Phasing Information for Arterial Traffic Prediction

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Dec 25, 2020
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Emergent Complexity and Zero-shot Transfer via Unsupervised Environment Design

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Dec 03, 2020
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Optimizing Mixed Autonomy Traffic Flow With Decentralized Autonomous Vehicles and Multi-Agent RL

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Oct 30, 2020
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Robust Reinforcement Learning using Adversarial Populations

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Aug 04, 2020
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