Compositional Value Iteration with Pareto Caching
The de-facto standard approach in MDP verification is based on value iteration (VI). We
propose compositional VI, a framework for model checking compositional MDPs, that …
propose compositional VI, a framework for model checking compositional MDPs, that …
Compositional probabilistic model checking with string diagrams of MDPs
We present a compositional model checking algorithm for Markov decision processes, in
which they are composed in the categorical graphical language of string diagrams. The …
which they are composed in the categorical graphical language of string diagrams. The …
Pareto Curves for Compositionally Model Checking String Diagrams of MDPs
Computing schedulers that optimize reachability probabilities in MDPs is a standard
verification task. To address scalability concerns, we focus on MDPs that are compositionally …
verification task. To address scalability concerns, we focus on MDPs that are compositionally …
Compositional solution of mean payoff games by string diagrams
Following our recent development of a compositional model checking algorithm for Markov
decision processes, we present a compositional framework for solving mean payoff games …
decision processes, we present a compositional framework for solving mean payoff games …
Game comonads and beyond: compositional constructions for logic and algorithms
A Connolly - 2023 - repository.cam.ac.uk
Game comonads represent a rare application of category theoretic methods to the fields of
finite model theory and descriptive complexity. First introduced by Abramsky, Dawar and …
finite model theory and descriptive complexity. First introduced by Abramsky, Dawar and …
Pareto Fronts for Compositionally Solving String Diagrams of Parity Games
K Watanabe - arXiv preprint arXiv:2406.17240, 2024 - arxiv.org
Open parity games are proposed as a compositional extension of parity games with
algebraic operations, forming string diagrams of parity games. A potential application of …
algebraic operations, forming string diagrams of parity games. A potential application of …
A compositional framework for Petri nets
We define a bidirectional compositional framework for Petri nets based on a line of work
about compositionally defining games and computation models. This relies on defining …
about compositionally defining games and computation models. This relies on defining …
[PDF][PDF] A Categorical Approach to Compositional Probabilistic Model Checking
K Watanabe - Structure Meets Power Workshop, 2024 - cst.cam.ac.uk
I would like to contribute a talk outlining our recent published works [21–23]. Systems with
uncertainties, including Markov decision processes (MDPs)[17], are a main subject in …
uncertainties, including Markov decision processes (MDPs)[17], are a main subject in …
[PDF][PDF] Category Theory for Compositional Verification
Category Theory Page 1 Category Theory for Compositional Verification Kazuki Watanabe
Clovis Eberhart] - Kazuyuki Asada" Ichiro Hasro2 Page 2 Category Theory for Compositional …
Clovis Eberhart] - Kazuyuki Asada" Ichiro Hasro2 Page 2 Category Theory for Compositional …