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Control Synthesis for Partial Differential Equations from Spatio-Temporal Specifications

In this paper, we introduce a new boundary control synthesis problem with temporal logic specifications for a wide range of linear partial differential equations. We leverage the finite element method (FEM) to reduce the problem to a control problem …

Language-Guided Sampling-Based Planning Using Temporal Relaxation.

In this paper, we focus on robot motion planning from timed temporal logic specifications. We propose a sampling-based algorithm and an associated language-guided biasing scheme. We leverage the notion of temporal relaxation of time-window temporal …

A Decision Tree Approach to Data Classification Using Signal Temporal Logic

This paper introduces a framework for inference of timed temporal logic properties from data. The dataset is given as a finite set of pairs of finite-time system traces and labels, where the labels indicate whether the traces exhibit some desired …