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researcher

T. Westenbroek

15 papers hereh-index 9298 citations26 works total

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

author position
  • first author11
  • middle author4

Across the 15 of 15 papers where every author was matched, so the position is known.

fields
  • math.OC4
  • cs.LG3
  • cs.GT2
  • cs.RO2
  • eess.SY2
  • math.DS2

identity via Semantic Scholar / OpenAlex

activity
20152024
most citedFeedback Linearization for Unknown Systems via Reinforcement Learning

18 citations · 35 across the 13 of their papers we have counts for

collaborators
Showing 2019Show all

2 papers · 1 filter

math.OC2019★ 18 cited

Feedback Linearization for Unknown Systems via Reinforcement Learning

Tyler Westenbroek, David Fridovich-Keil, Eric Mazumdar +4

We present a novel approach to control design for nonlinear systems which leverages model-free policy optimization techniques to learn a linearizing controller for a physical plant…

cs.GT2019

Competitive Statistical Estimation with Strategic Data Sources

Tyler Westenbroek, Roy Dong, Lillian J. Ratliff +1

In recent years, data has played an increasingly important role in the economy as a good in its own right. In many settings, data aggregators cannot directly verify the quality of…

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