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[Књига][B] Formal methods for discrete-time dynamical systems
In control theory, complex models of physical processes, such as systems of differential or
difference equations, are usually checked against simple specifications, such as stability …
difference equations, are usually checked against simple specifications, such as stability …
Optimal control of Markov decision processes with linear temporal logic constraints
In this paper, we develop a method to automatically generate a control policy for a
dynamical system modeled as a Markov Decision Process (MDP). The control specification …
dynamical system modeled as a Markov Decision Process (MDP). The control specification …
Optimality and robustness in multi-robot path planning with temporal logic constraints
In this paper we present a method for automatic planning of optimal paths for a group of
robots that satisfy a common high-level mission specification. The motion of each robot is …
robots that satisfy a common high-level mission specification. The motion of each robot is …
Synthesis of reactive switching protocols from temporal logic specifications
We propose formal means for synthesizing switching protocols that determine the sequence
in which the modes of a switched system are activated to satisfy certain high-level …
in which the modes of a switched system are activated to satisfy certain high-level …
Temporal logic motion planning and control with probabilistic satisfaction guarantees
M Lahijanian, SB Andersson… - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
We describe a computational framework for automatic deployment of a robot with sensor
and actuator noise from a temporal logic specification over a set of properties that are …
and actuator noise from a temporal logic specification over a set of properties that are …
Temporal logic control of discrete-time piecewise affine systems
We present a computational framework for automatic synthesis of a feedback control
strategy for a discrete-time piecewise affine (PWA) system from a specification given as a …
strategy for a discrete-time piecewise affine (PWA) system from a specification given as a …
Motion planning and control from temporal logic specifications with probabilistic satisfaction guarantees
M Lahijanian, J Wasniewski… - … on Robotics and …, 2010 - ieeexplore.ieee.org
We present a computational framework for automatic deployment of a robot from a temporal
logic specification over a set of properties of interest satisfied at the regions of a partitioned …
logic specification over a set of properties of interest satisfied at the regions of a partitioned …
MDP optimal control under temporal logic constraints
In this paper, we develop a method to automatically generate a control policy for a
dynamical system modeled as a Markov Decision Process (MDP). The control specification …
dynamical system modeled as a Markov Decision Process (MDP). The control specification …
LTL receding horizon control for finite deterministic systems
This paper considers receding horizon control of finite deterministic systems, which must
satisfy a high level, rich specification expressed as a linear temporal logic formula. Under …
satisfy a high level, rich specification expressed as a linear temporal logic formula. Under …
Formal methods for autonomous systems
Formal methods refer to rigorous, mathematical approaches to system development and
have played a key role in establishing the correctness of safety-critical systems. The main …
have played a key role in establishing the correctness of safety-critical systems. The main …