Our paper Computing monotone policies for Markov decision processes: a nearly-isotonic penalty approach was accepted for publication and presentation at the 20th World Congress of the International Federation of Automatic Control (IFAC WC’17) that will be held July 9-14 2017 in Toulouse, France.
A preprint of our paper Asymptotically Efficient Identification of Known-Sensor Hidden Markov Models is now available on arXiv. It has been submitted to the IEEE Signal Processing Letters.
Our work A Markov Decision Process Model to Guide Treatment of Abdominal Aortic Aneurysms is currently being featured on the KTH website.
The article is available in Swedish here and in English here.
A slightly revised version with larger figures of the paper A Markov Decision Process Model to Guide Treatment of Abdominal Aortic Aneurysms is now available on arXiv.
The paper A Markov Decision Process Model to Guide Treatment of Abdominal Aortic Aneurysms is now available online in the IEEE Xplore Digital Library.
It was presented a few weeks ago at the IEEE Multi-Conference on Systems and Control 2016 in Buenos Aires, Argentina. The work has been performed jointly with researchers from the Stockholm Aneurysm Research Group (STAR) at Karolinska Institute.
I presented the poster Fast Identification of Hidden Markov Models with Known Observation Probabilities at the ERNSI Workshop 2016 that was held September 25-28 in Castelbrando - Cison di Valmarino, Italy.
The paper A Markov Decision Process Model to Guide Treatment of Abdominal Aortic Aneurysms has been accepted for publication and presentation at the IEEE Multi-Conference on Systems and Control 2016 that will be held September 19-22, 2016 in Buenos Aires, Argentina.
The paper presents an application of Markov decision processes to health-care. The work has been performed jointly with researchers from the Stockholm Aneurysm Research Group (STAR) at Karolinska Institute.
I will present the poster Method of Moments Identification of Hidden Markov Models with Known Sensor Uncertainty Using Convex Optimization at the Reglermöte 2016 that will be held June 7-9 in Göteborg, Sweden.
I have been accepted for attendence of the Swedish Summer School in Computer Science (S3CS) 2016 that will be held June 26 to July 2 in Stockholm, Sweden.
I will present the poster Recursive Method of Moments Identification of Hidden Markov Models using Convex Optimization at the 2015 Workshop of the European Research Network on System Identification (ERNSI) that will be held September 20-23 in Varberg, Sweden.
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