An Active Learning Method for Solving Competitive Multiagent Decision-Making and Control Problems
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Author(s):
Filippo Fabiani, Alberto Bemporad
Published in:
IEEE Transactions on Automatic Control, Issue 70, 2026, ISSN 0018-9286
Publisher:
Institute of Electrical and Electronics Engineers (IEEE)
DOI:
10.1109/TAC.2024.3477005
Learning Generalized Nash Equilibria From Pairwise Preferences
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Author(s):
Pablo Krupa, Alberto Bemporad
Published in:
IEEE Control Systems Letters, Issue 10, 2026, ISSN 2475-1456
Publisher:
Institute of Electrical and Electronics Engineers (IEEE)
DOI:
10.1109/LCSYS.2026.3704525
NashOpt: a Python library for computing generalized Nash equilibria
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Author(s):
Alberto Bemporad
Published in:
Optimization Methods and Software, Issue 41, 2026, ISSN 1055-6788
Publisher:
Informa UK Limited
DOI:
10.1080/10556788.2026.2661736
Online learning of nonlinear parametric models under non-smooth regularization using EKF and ADMM
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Author(s):
Lapo Frascati, Alberto Bemporad
Published in:
Automatica, Issue 185, 2026, ISSN 0005-1098
Publisher:
Elsevier BV
DOI:
10.1016/J.AUTOMATICA.2025.112787
An L-BFGS-B Approach for Linear and Nonlinear System Identification Under $\ell _{1}$ and Group-Lasso Regularization
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Author(s):
Alberto Bemporad
Published in:
IEEE Transactions on Automatic Control, Issue 70, 2025, ISSN 0018-9286
Publisher:
Institute of Electrical and Electronics Engineers (IEEE)
DOI:
10.1109/TAC.2025.3541018
