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researcher

M. Poel

7 papers hereh-index 333.8k citations185 works total

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

author position
  • middle author7

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

fields
  • cs.RO4
  • cs.LG3

identity via Semantic Scholar / OpenAlex

activity
20202023
most citedOn Reward Shaping for Mobile Robot Navigation: A Reinforcement Learning and SLAM Based Approach

18 citations · 32 across the 7 of their papers we have counts for

collaborators
Showing 2023Show all

1 paper · 1 filter

cs.RO2023★ 1 cited

Trajectory Generation, Control, and Safety with Denoising Diffusion Probabilistic Models

Nicolò Botteghi, Federico Califano, Mannes Poel +1

We present a framework for safety-critical optimal control of physical systems based on denoising diffusion probabilistic models (DDPMs). The technology of control barrier function…

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