Sahin Lale
6 papers · 2020–2022 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(21)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Machine Learning
(5)
Mathematics & Optimization
(4)
Reinforcement Learning
(4)
Optimization
(4)
Methods
(3)
Optimization & Theory
(3)
Artificial Intelligence
(2)
Robotics
(2)
Learning Types
(2)
Probability
(2)
Systems
(2)
Applications
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Core AI
(1)
Keywords
adaptive control
(4)
regret bound
(4)
system identification
(3)
linear dynamical system
(2)
model-based reinforcement learning
(1)
linear quadratic regulator
(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)
Papers
Reinforcement Learning with Fast Stabilization in Linear Dynamical Systems
AISTATS 2022
Thompson Sampling Achieves Õ(√T) Regret in Linear Quadratic Control
COLT 2022
Finite-time System Identification and Adaptive Control in Autoregressive Exogenous Systems
L4DC 2021
Stability and Identification of Random Asynchronous Linear Time-Invariant Systems
L4DC 2021
Stable Online Control of Linear Time-Varying Systems
L4DC 2021
Logarithmic Regret Bound in Partially Observable Linear Dynamical Systems
NeurIPS 2020