News
December 2, 2020:
Our paper Robust Finite-State Controllers for Uncertain POMDPs has been accepted for publication at AAAI 2021!
August 1, 2020:
I have joined the department of software science at Radboud University as a PhD student in the project Provably Correct Policies for Uncertain Partially Observable Markov Decision Processes under supervision of dr. Nils Jansen.
April 20, 2020:
Our paper Robust Policy Synthesis for uncertain POMDPs via Convex Optimization has been accepted for publication at IJCAI 2020!
Publications
See also my DBLP or Google scholar profiles.
Currently under submission:
Accepted publications:
Preprint |
Murat Cubuktepe, Nils Jansen, Sebastian Junges, Ahmadreza Marandi, Marnix Suilen, Ufuk Topcu. Robust Finite-State Controllers for Uncertain POMDPs. In AAAI 2021 (to appear). |
PDF |
Marnix Suilen, Nils Jansen, Murat Cubuktepe, Ufuk Topcu. Robust Policy Synthesis for Uncertain POMDPs via Convex Optimization. In IJCAI 2020. |
Theses:
PDF |
Marnix Suilen, Entropy Guided Decision Making in Multiple-Environment Markov Decision Processes, 2020, master thesis, Radboud University Nijmegen. |
PDF |
Marnix Suilen, Reachability properties for uncertain Markov decision processes, 2018, bachelor thesis, Radboud University Nijmegen. |
Teaching
As a teaching assistant:
Model Checking, spring 2020.
Algorithms and Datastructures, fall 2019.
Algorithms and Datastructures, fall 2018.
Professional activities
Student volunteer for FORMATS 2020, part of QONFEST 2020.