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These are the proceedings of the workshop on Formal Verification of Autonomous Vehicles, held on September 19th, 2017 in Turin, Italy, as an affiliated workshop of the International Conference on integrated Formal Methods (iFM 2017). The…

Systems and Control · Computer Science 2017-09-08 Lukas Bulwahn , Maryam Kamali , Sven Linker

Over the past two decades, PKAW has provided a forum for researchers and practitioners to discuss the state-of-the-arts in the area of knowledge acquisition and machine intelligence (MI, also Artificial Intelligence, AI). PKAW2022 will…

Artificial Intelligence · Computer Science 2022-12-08 Qing Liu , Wenli Yang , Shiqing Wu

Embodied Artificial Intelligence (Embodied AI) integrates perception, cognition, planning, and interaction into agents that operate in open-world, safety-critical environments. As these systems gain autonomy and enter domains such as…

Autonomous agents are increasingly being proposed for use in healthcare, assistive care, education, and other applications governed by complex human-centric norms. To ensure compliance with these norms, the rules they induce need to be…

Software Engineering · Computer Science 2023-07-10 Sinem Getir Yaman , Ana Cavalcanti , Radu Calinescu , Colin Paterson , Pedro Ribeiro , Beverley Townsend

We present Experiment Automation Agents (EAA), a vision-language-model-driven agentic system designed to automate complex experimental microscopy workflows. EAA integrates multimodal reasoning, tool-augmented action, and optional long-term…

Artificial Intelligence · Computer Science 2026-02-18 Ming Du , Yanqi Luo , Srutarshi Banerjee , Michael Wojcik , Jelena Popovic , Mathew J. Cherukara

This volume contains revised versions of the papers selected for the second volume of the Online Handbook of Argumentation for AI (OHAAI). Previously, formal theories of argument and argument interaction have been proposed and studied, and…

Proceedings of the AAAI Fall Symposium on Artificial Intelligence in Government and Public Sector, Washington, DC, USA, November 4-6, 2021

Artificial Intelligence · Computer Science 2021-12-13 Mihai Boicu , Erik Blasch , Alun Preece

The challenge of establishing assurance in autonomy is rapidly attracting increasing interest in the industry, government, and academia. Autonomy is a broad and expansive capability that enables systems to behave without direct control by a…

Computers and Society · Computer Science 2020-10-28 Ufuk Topcu , Nadya Bliss , Nancy Cooke , Missy Cummings , Ashley Llorens , Howard Shrobe , Lenore Zuck

The International AI Safety Report 2026 synthesises the current scientific evidence on the capabilities, emerging risks, and safety of general-purpose AI systems. The report series was mandated by the nations attending the AI Safety Summit…

Computers and Society · Computer Science 2026-02-25 Yoshua Bengio , Stephen Clare , Carina Prunkl , Maksym Andriushchenko , Ben Bucknall , Malcolm Murray , Rishi Bommasani , Stephen Casper , Tom Davidson , Raymond Douglas , David Duvenaud , Philip Fox , Usman Gohar , Rose Hadshar , Anson Ho , Tiancheng Hu , Cameron Jones , Sayash Kapoor , Atoosa Kasirzadeh , Sam Manning , Nestor Maslej , Vasilios Mavroudis , Conor McGlynn , Richard Moulange , Jessica Newman , Kwan Yee Ng , Patricia Paskov , Shalaleh Rismani , Girish Sastry , Elizabeth Seger , Scott Singer , Charlotte Stix , Lucia Velasco , Nicole Wheeler , Daron Acemoglu , Vincent Conitzer , Thomas G. Dietterich , Fredrik Heintz , Geoffrey Hinton , Nick Jennings , Susan Leavy , Teresa Ludermir , Vidushi Marda , Helen Margetts , John McDermid , Jane Munga , Arvind Narayanan , Alondra Nelson , Clara Neppel , Sarvapali D. Ramchurn , Stuart Russell , Marietje Schaake , Bernhard Schölkopf , Alvaro Soto , Lee Tiedrich , Gaël Varoquaux , Andrew Yao , Ya-Qin Zhang , Leandro Angelo Aguirre , Olubunmi Ajala , Fahad Albalawi , Noora AlMalek , Christian Busch , Jonathan Collas , André Carlos Ponce de Leon Ferreira de Carvalho , Amandeep Gill , Ahmet Halit Hatip , Juha Heikkilä , Chris Johnson , Gill Jolly , Ziv Katzir , Mary N. Kerema , Hiroaki Kitano , Antonio Krüger , Kyoung Mu Lee , José Ramón López Portillo , Aoife McLysaght , Oleksii Molchanovskyi , Andrea Monti , Mona Nemer , Nuria Oliver , Raquel Pezoa , Audrey Plonk , Balaraman Ravindran , Hammam Riza , Crystal Rugege , Haroon Sheikh , Denise Wong , Yi Zeng , Liming Zhu , Daniel Privitera , Sören Mindermann

The past few years have seen rapid progress in the development of service robots. Universities and companies alike have launched major research efforts toward the deployment of ambitious systems designed to aid human operators performing a…

AI agents have been boosted by large language models. AI agents can function as intelligent assistants and complete tasks on behalf of their users with access to tools and the ability to execute commands in their environments. Through…

Cryptography and Security · Computer Science 2024-12-19 Yifeng He , Ethan Wang , Yuyang Rong , Zifei Cheng , Hao Chen

Large language models and autonomous AI agents have evolved rapidly, resulting in a diverse array of evaluation benchmarks, frameworks, and collaboration protocols. Driven by the growing need for standardized evaluation and integration, we…

Artificial Intelligence · Computer Science 2026-03-10 Mohamed Amine Ferrag , Norbert Tihanyi , Merouane Debbah

The safe deployment of autonomous systems in safety-critical settings requires a paradigm that combines human expertise with AI-driven analysis, especially when anomalies are unforeseen. We introduce AURA (Autonomous Resilience Agent), a…

Robotics · Computer Science 2025-11-06 Markus Buchholz , Ignacio Carlucho , Yvan R. Petillot

Cybersecurity in robotics stands out as a key aspect within Regulation (EU) 2024/1689, also known as the Artificial Intelligence Act, which establishes specific guidelines for intelligent and automated systems. A fundamental distinction in…

Robotics, automation, and related Artificial Intelligence (AI) systems have become pervasive bringing in concerns related to security, safety, accuracy, and trust. With growing dependency on physical robots that work in close proximity to…

Cryptography and Security · Computer Science 2023-02-17 Sudip Mittal , Jingdao Chen

As autonomous agents become more powerful and widely used, it is becoming increasingly important to ensure they behave safely and stay aligned with system goals, especially in multi-agent settings. Current systems often rely on agents…

Multiagent Systems · Computer Science 2025-04-08 Sagar Tamang , Dibya Jyoti Bora

In August of 2021, the Santa Fe Institute hosted a workshop on collective intelligence as part of its Foundations of Intelligence project. This project seeks to advance the field of artificial intelligence by promoting interdisciplinary…

Artificial Intelligence · Computer Science 2022-10-12 Tyler Millhouse , Melanie Moses , Melanie Mitchell

Researchers across cognitive, neuro-, and computer sciences increasingly reference human-like artificial intelligence and neuroAI. However, the scope and use of the terms are often inconsistent. Contributed research ranges widely from…

Artificial Intelligence · Computer Science 2022-12-09 Ida Momennejad

Over the years, research in system identification has provided a rich set of methods for learning dynamical models, together with well-established theoretical guarantees. In practice, however, the choice of model class, training algorithm,…

Artificial Intelligence · Computer Science 2026-05-12 Dario Piga , Marco Forgione

The integration of Generative Artificial Intelligence (AI) into autonomous machines represents a major paradigm shift in how these systems operate and unlocks new solutions to problems once deemed intractable. Although generative AI agents…

Robotics · Computer Science 2024-10-22 Jason Jabbour , Vijay Janapa Reddi
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