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researcher

Keuntaek Lee

11 papers hereh-index 12763 citations22 works total

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

author position
  • first author6
  • middle author5

Across the 11 of 11 papers where every author was matched, so the position is known.

fields
  • cs.RO6
  • cs.LG2
  • math.OC2
  • stat.ML1

identity via Semantic Scholar / OpenAlex

activity
20172022
most citedSafe end-to-end imitation learning for model predictive control

19 citations · 38 across the 11 of their papers we have counts for

collaborators
Showing 2019Show all

2 papers · 1 filter

math.OC2019★ 2 cited

Deep Forward-Backward SDEs for Min-max Control

Ziyi Wang, Keuntaek Lee, Marcus A. Pereira +2

This paper presents a novel approach to numerically solve stochastic differential games for nonlinear systems. The proposed approach relies on the nonlinear Feynman-Kac theorem tha…

cs.RO2019★ 1 cited

Perceptual Attention-based Predictive Control

Keuntaek Lee, Gabriel Nakajima An, Viacheslav Zakharov +1

In this paper, we present a novel information processing architecture for safe deep learning-based visual navigation of autonomous systems. The proposed information processing arch…

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