Geir Dullerud
3 papers · 2020–2024 · 2 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (10) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (2) π Cross-Pollinator (10)
π
Renaissance Researcher
(5)
π
Keyword Champion
π
Conference Pioneer
Conferences
NIPS (2)
L4DC (1)
Top co-authors
Keywords
policy optimization
(1)
sample complexity
(1)
nonlinear system identification
(1)
system identification
(1)
derivative-free optimization
(1)
dynamical system
(1)
nonlinear dynamical system
(1)
robust control
(1)
non-asymptotic guarantee
(1)
set-membership estimation
(1)
least-squares estimation
(1)
least squares estimation
(1)
h-infinity control
(1)
real-analytic function
(1)
real-analytic system
(1)
analytic system
(1)
Papers
Identification of Analytic Nonlinear Dynamical Systems with Non-asymptotic Guarantees
NIPS 2024
Complexity of Derivative-Free Policy Optimization for Structured $\mathcal{H}_\infty$ Control
NIPS 2023
Policy Learning of MDPs with Mixed Continuous/Discrete Variables: A Case Study on Model-Free Control of Markovian Jump Systems
L4DC 2020