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researcher

Lukas Brunke

University of Toronto

21 papers hereh-index 111.3k citations29 works total

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

author position
  • sole author1
  • first author10
  • middle author9

Across the 20 of 21 papers where every author was matched, so the position is known.

fields
  • cs.RO11
  • eess.SY8
  • cs.LG2
affiliations
  • University of Toronto
  • Vector Institute
Homepage

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedSafety Filtering While Training: Improving the Performance and Sample Efficiency of Reinforcement Learning Agents

14 citations · 35 across the 21 of their papers we have counts for

collaborators
Showing 2023 · cs.ROShow all

3 papers · 2 filters

cs.RO2023★ 5 cited

Swarm-GPT: Combining Large Language Models with Safe Motion Planning for Robot Choreography Design

Aoran Jiao, Tanmay P. Patel, Sanjmi Khurana +6

This paper presents Swarm-GPT, a system that integrates large language models (LLMs) with safe swarm motion planning - offering an automated and novel approach to deployable drone…

cs.RO2023

Multi-Step Model Predictive Safety Filters: Reducing Chattering by Increasing the Prediction Horizon

Federico Pizarro Bejarano, Lukas Brunke, Angela P. Schoellig

Learning-based controllers have demonstrated superior performance compared to classical controllers in various tasks. However, providing safety guarantees is not trivial. Safety, t…

cs.RO2023

A Remote Sim2real Aerial Competition: Fostering Reproducibility and Solutions' Diversity in Robotics Challenges

Spencer Teetaert, Wenda Zhao, Niu Xinyuan +21

Shared benchmark problems have historically been a fundamental driver of progress for scientific communities. In the context of academic conferences, competitions offer the opportu…

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