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Nico Montali

2 accepted papers

2023

The Waymo Open Sim Agents Challenge

NeurIPS 2023spotlight

Simulation with realistic, interactive agents represents a key task for autonomous vehicle software development. In this work, we introduce the Waymo Open Sim Agents Challenge (WOSAC). WOSAC is the first public challenge to tackle this task and propose corresponding metrics. The goal of the challeng…

2023

Waymax: An Accelerated, Data-Driven Simulator for Large-Scale Autonomous Driving Research

NeurIPS 2023poster

Simulation is an essential tool to develop and benchmark autonomous vehicle planning software in a safe and cost-effective manner. However, realistic simulation requires accurate modeling of multi-agent interactive behaviors to be trustworthy, behaviors which can be highly nuanced and complex. To ad…

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