Sahin Lale
6 papers · 2020–2022 · 4 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (4) π Cross-Pollinator (11) π Renaissance Researcher (5)
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Taxonomy Completionist
(18)
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Hot Topic Early Bird
Conferences
L4DC (3)
AISTATS (1)
COLT (1)
NIPS (1)
Top co-authors
Research topics
Keywords
adaptive control
(4)
regret bound
(4)
system identification
(3)
linear dynamical system
(2)
semi-definite programming
(1)
partial observability
(1)
thompson sampling
(1)
finite-time analysis
(1)
randomized algorithm
(1)
dynamical system
(1)
exploration strategy
(1)
online control
(1)
input-to-state stability
(1)
linear quadratic control
(1)
online gradient descent
(1)
linear time-invariant system
(1)
asynchronous system
(1)
linear time-invariant
(1)
mean-square stability
(1)
lyapunov equation
(1)
Papers
Reinforcement Learning with Fast Stabilization in Linear Dynamical Systems
AISTATS 2022
Thompson Sampling Achieves $\tilde{O}(\sqrt{T})$ Regret in Linear Quadratic Control
COLT 2022
Stability and Identification of Random Asynchronous Linear Time-Invariant Systems
L4DC 2021
Stable Online Control of Linear Time-Varying Systems
L4DC 2021
Finite-time System Identification and Adaptive Control in Autoregressive Exogenous Systems
L4DC 2021
Logarithmic Regret Bound in Partially Observable Linear Dynamical Systems
NIPS 2020