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Robotic code needs to be verified to ensure its safety and functional correctness, especially when the robot is interacting with people. Testing real code in simulation is a viable option. However, generating tests that cover rare…

人工智能 · 计算机科学 2016-12-13 Dejanira Araiza-Illan , Anthony G. Pipe , Kerstin Eder

The challenges of robotic software testing extend beyond conventional software testing. Valid, realistic and interesting tests need to be generated for multiple programs and hardware running concurrently, deployed into dynamic environments…

机器人学 · 计算机科学 2021-04-13 Dejanira Araiza-Illan , Anthony G. Pipe , Kerstin Eder

Multi-agent systems are designed to deal with open, distributed systems with unpredictable dynamics, which makes them inherently hard to test. The value of using simulation for this purpose is recognized in the literature, although…

多智能体系统 · 计算机科学 2026-03-17 Martina Baiardi , Samuele Burattini , Giovanni Ciatto , Danilo Pianini

Industries such as flexible manufacturing and home care will be transformed by the presence of robotic assistants. Assurance of safety and functional soundness for these robotic systems will require rigorous verification and validation. We…

机器人学 · 计算机科学 2021-04-13 Dejanira Araiza-Illan , David Western , Anthony G. Pipe , Kerstin Eder

Penetration testing (or pentesting) is one of the widely used and important methodologies to assess the security of computer systems and networks. Traditional pentesting relies on the domain expert knowledge and requires considerable human…

密码学与安全 · 计算机科学 2019-08-21 Ge Chu , Alexei Lisitsa

Thanks to the remarkable human-like capabilities of machine learning (ML) models in perceptual and cognitive tasks, frameworks integrating ML within rational agent architectures are gaining traction. Yet, the landscape remains fragmented…

人工智能 · 计算机科学 2025-10-24 Andrea Agiollo , Andrea Omicini

The Belief-Desire-Intention (BDI) architecture is a popular framework for rational agents; most verification approaches are based on reasoning about implementations of BDI programming languages. We investigate an alternative approach based…

编程语言 · 计算机科学 2021-05-07 Blair Archibald , Muffy Calder , Michele Sevegnani , Mengwei Xu

Belief-Desire-Intention (BDI) is a framework for modelling agents based on their beliefs, desires, and intentions. Plans are a central component of BDI agents, and define sequences of actions that an agent must undertake to achieve a…

多智能体系统 · 计算机科学 2025-09-22 Dylan Léveillé

Autonomous systems developed with the Belief-Desire-Intention (BDI) architecture are usually mostly implemented in simulated environments. In this project we sought to build a BDI agent for use in the real world for campus mail delivery in…

多智能体系统 · 计算机科学 2020-08-03 Chidiebere Onyedinma , Patrick Gavigan , Babak Esfandiari

The BDI model proved to be effective for developing applications requiring high-levels of autonomy and to deal with the complexity and unpredictability of real-world scenarios. The model, however, has significant limitations in reacting and…

多智能体系统 · 计算机科学 2026-03-06 Andrea Traldi , Francesco Bruschetti , Marco Robol , Davide Calvaresi , Marco Roveri , Paolo Giorgini

To evaluate the design and skills of a robot or an algorithm for robotics, human-robot interaction user studies need to be performed. Classically, these studies are conducted by human experimenters, requiring considerable effort, and…

机器人学 · 计算机科学 2023-11-27 Dan R. Suissa , Shikhar Kumar , Yael Edan

We study the problem of designing AI agents that can robustly cooperate with people in human-machine partnerships. Our work is inspired by real-life scenarios in which an AI agent, e.g., a virtual assistant, has to cooperate with new users…

机器学习 · 计算机科学 2020-06-17 Ahana Ghosh , Sebastian Tschiatschek , Hamed Mahdavi , Adish Singla

There are many examples of cases where access to improved models of human behavior and cognition has allowed creation of robots which can better interact with humans, and not least in road vehicle automation this is a rapidly growing area…

机器人学 · 计算机科学 2022-08-25 Gustav Markkula , Mehmet Dogar

The execution of Belief-Desire-Intention (BDI) agents in a Multi-Agent System (MAS) can be practically implemented on top of low-level concurrency mechanisms that impact on efficiency, determinism, and reproducibility. We argue that…

多智能体系统 · 计算机科学 2025-01-30 Martina Baiardi , Samuele Burattini , Giovanni Ciatto , Danilo Pianini , Alessandro Ricci , Andrea Omicini

When robots perform complex and context-dependent tasks in our daily lives, deviations from expectations can confuse users. Explanations of the robot's reasoning process can help users to understand the robot intentions. However, when to…

机器人学 · 计算机科学 2025-07-04 Cong Wang , Roberto Calandra , Verena Klös

As the autonomy and capabilities of robotic systems increase, they are expected to play the role of teammates rather than tools and interact with human collaborators in a more realistic manner, creating a more human-like relationship. Given…

机器人学 · 计算机科学 2020-11-11 Zahra Rezaei Khavas , Reza Ahmadzadeh , Paul Robinette

In this paper we propose a trust model to be used into a hypothetical mixed environment where humans and unmanned vehicles cooperate. We address the inclusion of emotions inside a trust model in a coherent way to the practical approaches to…

多智能体系统 · 计算机科学 2024-01-29 J. Carbo , J. M. Molina

In this paper, we address the problems faced by a group of agents that possess situational awareness, but lack a security mechanism, by the introduction of a adaptive risk management system. The Belief-Desire-Intention (BDI) architecture…

多智能体系统 · 计算机科学 2013-08-20 Manu S Hegde , Sanjay Singh

Human-Robot-Interaction (HRI) research is typically built around the premise that the robot serves to assist a human in achieving a human-led goal or shared task. However, there are many circumstances during HRI in which a robot may need…

机器人学 · 计算机科学 2016-07-26 David Cameron , Ee Jing Loh , Adriel Chua , Emily Collins , Jonathan M. Aitken , James Law

GUI testing checks if a software system behaves as expected when users interact with its graphical interface, e.g., testing specific functionality or validating relevant use case scenarios. Currently, deciding what to test at this high…

软件工程 · 计算机科学 2023-11-16 Juyeon Yoon , Robert Feldt , Shin Yoo
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