Systems and methods for simulating traffic scenes

Example aspects of the present disclosure describe a scene generator for simulating scenes in an environment. For example, snapshots of simulated traffic scenes can be generated by sampling a joint probability distribution trained on real-world traffic scenes. In some implementations, samples of the...

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Hauptverfasser: Wang, Shenlong, Urtasun, Raquel, Manivasagam, Sivabalan, Ren, Mengye, Tan, Shuhan, Wong, Kelvin Ka Wing
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creator Wang, Shenlong
Urtasun, Raquel
Manivasagam, Sivabalan
Ren, Mengye
Tan, Shuhan
Wong, Kelvin Ka Wing
description Example aspects of the present disclosure describe a scene generator for simulating scenes in an environment. For example, snapshots of simulated traffic scenes can be generated by sampling a joint probability distribution trained on real-world traffic scenes. In some implementations, samples of the joint probability distribution can be obtained by sampling a plurality of factorized probability distributions for a plurality of objects for sequential insertion into the scene.
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subjects CALCULATING
COMPUTING
COUNTING
PHYSICS
SIGNALLING
TRAFFIC CONTROL SYSTEMS
title Systems and methods for simulating traffic scenes
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