Search Results for author: Ismail Senoz

Found 2 papers, 0 papers with code

Chance-Constrained Active Inference

no code implementations17 Feb 2021 Thijs van de Laar, Ismail Senoz, Ayça Özçelikkale, Henk Wymeersch

We illustrate how chance-constrained ActInf weights all imposed (prior) constraints on the generative model, allowing e. g., for a trade-off between robust control and empirical chance constraint violation.

Bayesian joint state and parameter tracking in autoregressive models

no code implementations L4DC 2020 Ismail Senoz, Albert Podusenko, Wouter M. Kouw, Bert de Vries

We address the problem of online Bayesian state and parameter tracking in autoregressive (AR) models with time-varying process noise variance.

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