Aivar Sootla

Orcid: 0000-0003-4666-4454

Affiliations:
  • University of Liege, Belgium


According to our database1, Aivar Sootla authored at least 50 papers between 2009 and 2023.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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Online presence:

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Bibliography

2023
Block Factor-Width-Two Matrices and Their Applications to Semidefinite and Sum-of-Squares Optimization.
IEEE Trans. Autom. Control., February, 2023

Diagnosing and Preventing Instabilities in Recurrent Video Processing.
IEEE Trans. Pattern Anal. Mach. Intell., 2023

Timing is Everything: Learning to Act Selectively with Costly Actions and Budgetary Constraints.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Estimation of Regions of Attraction with Formal Certificates in a Purely Data-Driven Setting.
Proceedings of the 62nd IEEE Conference on Decision and Control, 2023

2022
SAMBA: safe model-based & active reinforcement learning.
Mach. Learn., 2022

Structured Q-learning For Antibody Design.
CoRR, 2022

SEREN: Knowing When to Explore and When to Exploit.
CoRR, 2022

Enhancing Safe Exploration Using Safety State Augmentation.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Saute RL: Almost Surely Safe Reinforcement Learning Using State Augmentation.
Proceedings of the International Conference on Machine Learning, 2022

Reinforcement Learning in Presence of Discrete Markovian Context Evolution.
Proceedings of the Tenth International Conference on Learning Representations, 2022

2021
DESTA: A Framework for Safe Reinforcement Learning with Markov Games of Intervention.
CoRR, 2021

Implicit Variational Conditional Sampling with Normalizing Flows.
CoRR, 2021

2020
Distributed Design for Decentralized Control Using Chordal Decomposition and ADMM.
IEEE Trans. Control. Netw. Syst., 2020

On the Existence of Block-Diagonal Solutions to Lyapunov and ${\mathcal {H}_\infty }$ Riccati Inequalities.
IEEE Trans. Autom. Control., 2020

2019
Improving Orthogonality in Two-Component Biological Signalling Systems Using Feedback Control.
IEEE Control. Syst. Lett., 2019

Mitigating Biological Signalling Cross-talk with Feedback Control.
Proceedings of the 17th European Control Conference, 2019

Block Factor-Width-Two Matrices in Semidefinite Programming.
Proceedings of the 17th European Control Conference, 2019

2018
Pulse-Based Control Using Koopman Operator Under Parametric Uncertainty.
IEEE Trans. Autom. Control., 2018

Operator-Theoretic Characterization of Eventually Monotone Systems.
IEEE Control. Syst. Lett., 2018

Optimal control formulation of pulse-based control using Koopman operator.
Autom., 2018

Scalable analysis of linear networked systems via chordal decomposition.
Proceedings of the 16th European Control Conference, 2018

2017
Geometric Properties of Isostables and Basins of Attraction of Monotone Systems.
IEEE Trans. Autom. Control., 2017

Structured Projection-Based Model Reduction With Application to Stochastic Biochemical Networks.
IEEE Trans. Autom. Control., 2017

An Optimal Control Formulation of Pulse-Based Control Using Koopman Operator.
CoRR, 2017

Block-diagonal solutions to Lyapunov inequalities and generalisations of diagonal dominance.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

2016
Shaping Pulses to Control Bistable Monotone Systems Using Koopman Operator.
CoRR, 2016

Shaping pulses to control bistable systems: Analysis, computation and counterexamples.
Autom., 2016

Construction of max-separable Lyapunov functions for monotone systems using the Koopman operator.
Proceedings of the 55th IEEE Conference on Decision and Control, 2016

Properties of isostables and basins of attraction of monotone systems.
Proceedings of the 2016 American Control Conference, 2016

On existence of solutions to structured lyapunov inequalities.
Proceedings of the 2016 American Control Conference, 2016

2015
Estimation of Isostables and Basins of Attraction of Monotone Systems.
CoRR, 2015

Properties of Eventually Positive Linear Input-Output Systems.
CoRR, 2015

Shaping pulses to control bistable biological systems.
Proceedings of the American Control Conference, 2015

On optimisation programmes with hidden convexity.
Proceedings of the American Control Conference, 2015

On monotonicity and propagation of order properties.
Proceedings of the American Control Conference, 2015

2014
Nu-Gap Model Reduction in the Frequency Domain.
IEEE Trans. Autom. Control., 2014

Shaping Pulses to Control Multi-Stable Biological Systems.
CoRR, 2014

Distributed Reconstruction of Nonlinear Networks: An ADMM Approach.
CoRR, 2014

On projection-based model reduction of biochemical networks part II: The stochastic case.
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

On projection-based model reduction of biochemical networks part I: The deterministic case.
Proceedings of the 53rd IEEE Conference on Decision and Control, 2014

2013
Semidefinite Hankel-Type Model Reduction Based on Frequency Response Matching.
IEEE Trans. Autom. Control., 2013

Toggling a Genetic Switch Using Reinforcement Learning
CoRR, 2013

Parametrized model reduction based on semidefinite programming.
Autom., 2013

On periodic reference tracking using batch-mode reinforcement learning with application to gene regulatory network control.
Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

2012
Scalable positivity preserving model reduction using linear energy functions.
Proceedings of the 51th IEEE Conference on Decision and Control, 2012

Convenient representations of structured systems for model order reduction.
Proceedings of the American Control Conference, 2012

2010
Hankel-type model reduction based on frequency response matching.
Proceedings of the 49th IEEE Conference on Decision and Control, 2010

Frequency domain model reduction method for parameter-dependent systems.
Proceedings of the American Control Conference, 2010

2009
Multivariable Optimization-Based Model Reduction.
IEEE Trans. Autom. Control., 2009

Extensions to an optimization-based multivariable model reduction method.
Proceedings of the 10th European Control Conference, 2009


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