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Svetlin Valentinov Penkov

2 accepted papers

2020

FPR - Fast Path Risk Algorithm to Evaluate Collision Probability

RA-L 2020

As mobile robots and autonomous vehicles become increasingly prevalent in human-centred environments, there is a need to control the risk of collision. Perceptual modules, for example machine vision, provide uncertain estimates of object location. In that context, the frequently made assumption of a

Cited by 7SourceScholar
2019

From Explanation to Synthesis: Compositional Program Induction for Learning from Demonstration

RSS 2019poster

Hybrid systems are a compact and natural mechanism with which to address problems in robotics. This work introduces an approach to learn hybrid systems from demonstrations, with an emphasis on extracting models that are explicitly verifiable and easily interpreted by robot operators. We fit a sequen…

Cited by 22SourcePDFScholar