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We present Language-mediated, Object-centric Representation Learning (LORL), a paradigm for learning disentangled, object-centric scene representations from vision and language. LORL builds upon recent advances in unsupervised object…

机器学习 · 计算机科学 2021-06-09 Ruocheng Wang , Jiayuan Mao , Samuel J. Gershman , Jiajun Wu

In this paper, we consider networks of static sensors with integrated sensing and communication capabilities. The goal of the sensors is to propagate their collected information to every other agent in the network and possibly a human…

系统与控制 · 电气工程与系统科学 2022-04-15 Hans Riess , Yiannis Kantaros , George Pappas , Robert Ghrist

Recent developments in sensing technologies, mobile devices and context-aware user interfaces have made it possible to represent information fusion and situational awareness as a conversational process among actors - human and machine…

人机交互 · 计算机科学 2015-06-19 Alun Preece , Chris Gwilliams , Christos Parizas , Diego Pizzocaro , Jonathan Z. Bakdash , Dave Braines

The use of object oriented techniques and methodologies for the design of real-time control systems appear to be necessary in order to deal with the increasing complexity of such systems. Recently many object-oriented methods have been used…

系统与控制 · 计算机科学 2015-08-26 Qimin Gao , Lyndon J Brown , Luiz Fernando Capretz

Linear Temporal Logic (LTL) is a widely used task specification language for autonomous systems. To mitigate the significant manual effort and expertise required to define LTL-encoded tasks, several methods have been proposed for…

计算与语言 · 计算机科学 2026-02-23 David Smith Sundarsingh , Jun Wang , Jyotirmoy V. Deshmukh , Yiannis Kantaros

Session-types specify communication protocols for communicating processes, and session-typed languages are often specified using substructural operational semantics given by multiset rewriting systems. We give an observed communication…

编程语言 · 计算机科学 2020-09-01 Ryan Kavanagh

Temporal conceptual data modelling, as an extension to regular conceptual data modelling languages such as EER and UML class diagrams, has received intermittent attention across the decades. It is receiving renewed interest in the context…

数据库 · 计算机科学 2024-08-20 Sonia Berman , C. Maria Keet , Tamindran Shunmugam

We develop a timeout based extension of propositional linear temporal logic (which we call TLTL) to specify timing properties of timeout based models of real time systems. TLTL formulas explicitly refer to a running global clock together…

计算机科学中的逻辑 · 计算机科学 2010-12-20 Janardan Misra , Suman Roy

The robust distributed state estimation for a class of continuous-time linear time-invariant systems is achieved by a novel kernel-based distributed observer, which, for the first time, ensures fixed-time convergence properties. The…

系统与控制 · 电气工程与系统科学 2022-09-21 Pudong Ge , Peng Li , Boli Chen , Fei Teng

Predicate-based communication allows components of a system to send messages and requests to ensembles of components that are determined at execution time through the evaluation of a predicate, in a multicast fashion. Predicate-based…

编程语言 · 计算机科学 2014-06-10 Diego Latella , Michele Loreti , Mieke Massink , Valerio Senni

Time series analysis provides essential insights for real-world system dynamics and informs downstream decision-making, yet most existing methods often overlook the rich contextual signals present in auxiliary modalities. To bridge this…

机器学习 · 计算机科学 2026-03-24 Yushan Jiang , Wenchao Yu , Geon Lee , Dongjin Song , Kijung Shin , Wei Cheng , Yanchi Liu , Haifeng Chen

Communication is a important factor that enables agents work cooperatively in multi-agent reinforcement learning (MARL). Most previous work uses continuous message communication whose high representational capacity comes at the expense of…

机器学习 · 计算机科学 2021-02-26 Sheng Li , Yutai Zhou , Ross Allen , Mykel J. Kochenderfer

Large Language Model (LLM) agents deployed in complex real-world scenarios increasingly operate as spatially distributed entities. However, this physical dispersion constrains agents to limited local perception and finite temporal horizons.…

多智能体系统 · 计算机科学 2026-03-18 Handi Chen , Running Zhao , Xiuzhe Wu , Edith C. H. Ngai

Transactional events (TE) are an extension of Concurrent ML (CML), a programming model for synchronous message-passing. Prior work has focused on TE's formal semantics and its implementation. This paper considers programming idioms,…

编程语言 · 计算机科学 2010-02-05 Matthew Kehrt , Laura Effinger-Dean , Michael Schmitz , Dan Grossman

From biological systems to cyber-physical systems, monitoring the behavior of such dynamical systems often requires to reason about complex spatio-temporal properties of physical and/or computational entities that are dynamically…

计算机科学中的逻辑 · 计算机科学 2021-09-17 Ennio Visconti , Ezio Bartocci , Michele Loreti , Laura Nenzi

Goal-oriented semantic communication will be a pillar of next-generation wireless networks. Despite significant recent efforts in this area, most prior works are focused on specific data types (e.g., image or audio), and they ignore the…

网络与互联网体系结构 · 计算机科学 2023-01-18 Mohammad Karimzadeh Farshbafan , Walid Saad , Merouane Debbah

In this paper we review the actor-based language, Timed Rebeca, with a focus on its formal semantics and formal verification techniques. Timed Rebeca can be used to model systems consisting of encapsulated components which communicate by…

编程语言 · 计算机科学 2023-09-15 Marjan Sirjani , Ehsan Khamespanah

This paper introduces time window temporal logic (TWTL), a rich expressivity language for describing various time bounded specifications. In particular, the syntax and semantics of TWTL enable the compact representation of serial tasks,…

形式语言与自动机理论 · 计算机科学 2016-02-16 Cristian-Ioan Vasile , Derya Aksaray , Calin Belta

Multi-methods are a straightforward extension of traditional (single) dynamic dispatch, which is the core of most object oriented languages. With multi-methods, a method call will select an appropriate implementation based on the values of…

编程语言 · 计算机科学 2019-10-03 Isaac Oscar Gariano , Marco Servetto

This study introduces Conversation Routines (CR), a structured prompt engineering framework for developing task-oriented dialog systems using Large Language Models (LLMs). While LLMs demonstrate remarkable natural language understanding…

计算与语言 · 计算机科学 2025-02-25 Giorgio Robino