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researcher

Svetlin Penkov

8 papers hereh-index 8135 citations17 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author3
  • middle author3
  • last author1

Across the 7 of 8 papers where every author was matched, so the position is known.

fields
  • cs.AI4
  • cs.LG2
  • cs.RO2

identity via Semantic Scholar / OpenAlex

activity
20172020
most citedFrom explanation to synthesis: Compositional program induction for learning from demonstration

11 citations · 22 across the 6 of their papers we have counts for

collaborators
Showing cs.ROShow all

2 papers · 1 filter

cs.RO2019★ 11 cited

From explanation to synthesis: Compositional program induction for learning from demonstration

Michael Burke, Svetlin Penkov, Subramanian Ramamoorthy

Hybrid systems are a compact and natural mechanism with which to address problems in robotics. This work introduces an approach to learning hybrid systems from demonstrations, with…

cs.RO2018

FPR -- Fast Path Risk Algorithm to Evaluate Collision Probability

Andrew Blake, Alejandro Bordallo, Kamen Brestnichki +4

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 exam…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.