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Zhuoyuan Wang

2 accepted papers

2024

Physics-Informed Representation and Learning: Control and Risk Quantification

AAAI 2024technical

Optimal and safety-critical control are fundamental problems for stochastic systems, and are widely considered in real-world scenarios such as robotic manipulation and autonomous driving. In this paper, we consider the problem of efficiently finding optimal and safe control for high-dimensional syst…

2024

Towards Proactive Safe Human-Robot Collaborations via Data-Efficient Conditional Behavior Prediction

ICRA 2024poster

We focus on the problem of how we can enable a robot to collaborate seamlessly with a human partner, specifically in scenarios where preexisting data is sparse. Much prior work in human-robot collaboration uses observational models of humans (i.e. models that treat the robot purely as an observer) t…

Cited by 5SourceScholar