activity
20052026
most citedMarkov Decision Processes with Multiple Long-run Average Objectives

47 citations · 144 across the 34 of their papers we have counts for

collaborators

41 papers

cs.MA2026

Multiagent Stochastic Shortest Path Problem

Martin Jonáš, Antonín Kučera, Vojtěch Kůr +2

We introduce and study the multi-agent stochastic shortest path (MSSP) problem, in which agents strive to reach a target state, aiming to minimize the expected time to reach th…

cs.MA2025

Steady-State Strategy Synthesis for Swarms of Autonomous Agents

Martin Jonáš, Antonín Kučera, Vojtěch Kůr +1

Steady-state synthesis aims to construct a policy for a given MDP such that the long-run average frequencies of visits to the vertices of satisfy given numerical constraint…

cs.LO2025

The Satisfiability and Validity Problems for Probabilistic Computational Tree Logic are Highly Undecidable

Miroslav Chodil, Antonín Kučera

The Probabilistic Computational Tree Logic (PCTL) is the main specification formalism for discrete probabilistic systems modeled by Markov chains. Despite serious research attempts…

cs.AI2024

Multiple Mean-Payoff Optimization under Local Stability Constraints

David Klaška, Antonín Kučera, Vojtěch Kůr +2

The long-run average payoff per transition (mean payoff) is the main tool for specifying the performance and dependability properties of discrete systems. The problem of constructi…

cs.LO2024

The General and Finite Satisfiability Problems for PCTL are Undecidable

Miroslav Chodil, Antonín Kučera

The general/finite PCTL satisfiability problem asks whether a given PCTL formula has a general/finite model. We show that the finite PCTL satisfiability problem is undecidable, and…

cs.IT2024

Point-to-set Principle and Constructive Dimension Faithfulness

Satyadev Nandakumar, Subin Pulari, Akhil S

Hausdorff -dimension is a notion of Hausdorff dimension developed using a restricted class of coverings of a set. We introduce an effective version of Hausdorff -dimension, w…