Optimal control of MDPs with temporal logic constraints

M Svoreňová, I Černá, C Belta - 52nd IEEE conference on …, 2013 - ieeexplore.ieee.org
In this paper, we focus on formal synthesis of control policies for finite Markov decision
processes with non-negative real-valued costs. We develop an algorithm to automatically …

Temporal logic control for stochastic linear systems using abstraction refinement of probabilistic games

M Svoreňová, J Křetínský, M Chmelík… - Proceedings of the 18th …, 2015 - dl.acm.org
We consider the problem of computing the set of initial states of a dynamical system such
that there exists a control strategy to ensure that the trajectories satisfy a temporal logic …

An approximate dynamic programming approach to multiagent persistent monitoring in stochastic environments with temporal logic constraints

K Deng, Y Chen, C Belta - IEEE Transactions on Automatic …, 2017 - ieeexplore.ieee.org
We consider the problem of generating control policies for a team of robots moving in a
stochastic environment. The team is required to achieve an optimal surveillance mission, in …

Controller synthesis for omega-regular and steady-state specifications

A Velasquez, I Alkhouri, A Beckus, A Trivedi… - arxiv preprint arxiv …, 2021 - arxiv.org
Given a Markov decision process (MDP) and a linear-time ($\omega $-regular or LTL)
specification, the controller synthesis problem aims to compute the optimal policy that …

Optimal temporal logic control for deterministic transition systems with probabilistic penalties

M Svoreňová, I Černá, C Belta - IEEE Transactions on …, 2014 - ieeexplore.ieee.org
We consider an optimal control problem for a weighted deterministic transition system
required to satisfy a constraint expressed as a linear temporal logic (LTL) formula over its …

Incremental path repair in hierarchical motion-planning with dynamical feasibility guarantees for mobile robotic vehicles

Z Zhang, RV Cowlagi - 2015 European Control Conference …, 2015 - ieeexplore.ieee.org
New requirements of autonomous mobile vehicles necessitate hierarchical motion-planning
techniques that not only find a plan to satisfy high-level specifications, but also guarantee …

[PDF][PDF] Formal Methods in Optimal Discrete Path Planning with Uncertainty

M Svorenová - is.muni.cz
In our everyday life, we work with or we come into contact with many computer systems. We
rely on them and we trust them to work as expected. Failures of such systems may cause a …

[PDF][PDF] Control Strategy Synthesis for Path Planning under Temporal Constraints

M Svorenová - anna.fi.muni.cz
Modern engineering systems such as autonomous ground and aerial vehicles, embedded
medical devices and human-robot collaborative teams evolve quickly due to industrial …

[PDF][PDF] Sampling-based algorithms for motion planning with temporal logic specifications

F Montana - 2019 - etheses.whiterose.ac.uk
Autonomous mobile robots are machines capable of performing tasks, operating without
human intervention. Their presence has increased in applications such as personal …

[PDF][PDF] Grafické rozhraní nástroje pro řízení robotických systémů

L Marica - is.muni.cz
Řízení robotických systémů v časově proměnném prostředí za účelem plnění dané mise
vyžaduje několik fází vývoje. Jedním z prvků je návrh strategie řízení, který se skládá ze …