Percentile queries in multi-dimensional Markov decision processes

M Randour, JF Raskin, O Sankur - International Conference on Computer …, 2015 - Springer
Markov decision processes (MDPs) with multi-dimensional weights are useful to analyze
systems with multiple objectives that may be conflicting and require the analysis of trade …

Percentile queries in multi-dimensional Markov decision processes

M Randour, JF Raskin, O Sankur - Formal methods in system design, 2017 - Springer
Markov decision processes (MDPs) with multi-dimensional weights are useful to analyze
systems with multiple objectives that may be conflicting and require the analysis of trade …

Contributions on Formal Methods for Timed and Probabilistic Systems

O Sankur - 2023 - hal.science
Formal methods is an umbrella term for rigorous techniques for specifying and verifying
computer systems, or building such systems with mathematical guarantees on their …

Expectations or guarantees? I want it all! A crossroad between games and MDPs

V Bruyere, E Filiot, M Randour, JF Raskin - arXiv preprint arXiv:1404.0834, 2014 - arxiv.org
When reasoning about the strategic capabilities of an agent, it is important to consider the
nature of its adversaries. In the particular context of controller synthesis for quantitative …

[PDF][PDF] Implementation and Analysis of Approximation Algorithms For One-Counter Markov Decision Processes

S Saxena - project-archive.inf.ed.ac.uk
We implement and analyze several algorithms of some key analysis problems for One-
Counter Markov Decision Processes (OC-MDPs), a type of finitely-presented infinite state …