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In March of 2021, the Santa Fe Institute hosted a workshop as part of its Foundations of Intelligence in Natural and Artificial Systems project. This project seeks to advance the field of artificial intelligence by promoting…

Artificial Intelligence · Computer Science 2021-05-06 Tyler Millhouse , Melanie Moses , Melanie Mitchell

In July of 2021, the Santa Fe Institute hosted a workshop on evolutionary computation as part of its Foundations of Intelligence in Natural and Artificial Systems project. This project seeks to advance the field of artificial intelligence…

Neural and Evolutionary Computing · Computer Science 2021-10-22 Tyler Millhouse , Melanie Moses , Melanie Mitchell

In April of 2022, the Santa Fe Institute hosted a workshop on embodied, situated, and grounded intelligence as part of the Institute's Foundations of Intelligence project. The workshop brought together computer scientists, psychologists,…

Artificial Intelligence · Computer Science 2022-10-26 Tyler Millhouse , Melanie Moses , Melanie Mitchell

Independent from the still ongoing research in measuring individual intelligence, we anticipate and provide a framework for measuring collective intelligence. Collective intelligence refers to the idea that several individuals can…

Artificial Intelligence · Computer Science 2013-07-01 Michel Halmes

This document contains the outcome of the first Human behaviour and machine intelligence (HUMAINT) workshop that took place 5-6 March 2018 in Barcelona, Spain. The workshop was organized in the context of a new research programme at the…

A core part of human intelligence is the ability to work flexibly with others to achieve goals. The incorporation of artificial agents into human spaces is making increasing demands on artificial intelligence (AI) to demonstrate and…

Human-Computer Interaction · Computer Science 2026-03-30 William J. Bingley , S. Alexander Haslam , Janet Wiles

In 2021, INFORMS, ACM SIGAI, and the Computing Community Consortium (CCC) hosted three workshops to explore synergies between Artificial Intelligence (AI) and Operations Research (OR) to improve decision-making. The workshops aimed to…

The aim of the workshop was to bring together experts working on open-domain dialogue research. In this speedily advancing research area many challenges still exist, such as learning information from conversations, and engaging in a…

Computation and Language · Computer Science 2024-11-20 Yvette Graham , Mohammed Rameez Qureshi , Haider Khalid , Gerasimos Lampouras , Ignacio Iacobacci , Qun Liu

Collectiveness is an important property of many systems--both natural and artificial. By exploiting a large number of individuals, it is often possible to produce effects that go far beyond the capabilities of the smartest individuals, or…

Artificial Intelligence · Computer Science 2023-10-26 Roberto Casadei

One of the challenges artificial intelligence (AI) faces is how a collection of agents coordinate their behaviour to achieve goals that are not reachable by any single agent. In a recent article by Ozmen et al this was framed as one of six…

Multiagent Systems · Computer Science 2024-11-15 Michael S. Harré , Jaime Ruiz-Serra , Catherine Drysdale

The innovations emerging at the frontier of artificial intelligence (AI) are poised to create historic opportunities for humanity but also raise complex policy challenges. Continued progress in frontier AI carries the potential for profound…

The Computing Community Consortium (CCC), along with the White House Office of Science and Technology Policy (OSTP), and the Association for the Advancement of Artificial Intelligence (AAAI), co-sponsored a public workshop on Artificial…

This volume includes a selection of papers presented at the Workshop on Advancing Artificial Intelligence through Theory of Mind held at AAAI 2025 in Philadelphia US on 3rd March 2025. The purpose of this volume is to provide an open access…

Artificial Intelligence · Computer Science 2025-05-08 Mouad Abrini , Omri Abend , Dina Acklin , Henny Admoni , Gregor Aichinger , Nitay Alon , Zahra Ashktorab , Ashish Atreja , Moises Auron , Alexander Aufreiter , Raghav Awasthi , Soumya Banerjee , Joe M. Barnby , Rhea Basappa , Severin Bergsmann , Djallel Bouneffouf , Patrick Callaghan , Marc Cavazza , Thierry Chaminade , Sonia Chernova , Mohamed Chetouan , Moumita Choudhury , Axel Cleeremans , Jacek B. Cywinski , Fabio Cuzzolin , Hokin Deng , N'yoma Diamond , Camilla Di Pasquasio , Guillaume Dumas , Max van Duijn , Mahapatra Dwarikanath , Qingying Gao , Ashok Goel , Rebecca Goldstein , Matthew Gombolay , Gabriel Enrique Gonzalez , Amar Halilovic , Tobias Halmdienst , Mahimul Islam , Julian Jara-Ettinger , Natalie Kastel , Renana Keydar , Ashish K. Khanna , Mahdi Khoramshahi , JiHyun Kim , MiHyeon Kim , YoungBin Kim , Senka Krivic , Nikita Krasnytskyi , Arun Kumar , JuneHyoung Kwon , Eunju Lee , Shane Lee , Peter R. Lewis , Xue Li , Yijiang Li , Michal Lewandowski , Nathan Lloyd , Matthew B. Luebbers , Dezhi Luo , Haiyun Lyu , Dwarikanath Mahapatra , Kamal Maheshwari , Mallika Mainali , Piyush Mathur , Patrick Mederitsch , Shuwa Miura , Manuel Preston de Miranda , Reuth Mirsky , Shreya Mishra , Nina Moorman , Katelyn Morrison , John Muchovej , Bernhard Nessler , Felix Nessler , Hieu Minh Jord Nguyen , Abby Ortego , Francis A. Papay , Antoine Pasquali , Hamed Rahimi , Charumathi Raghu , Amanda Royka , Stefan Sarkadi , Jaelle Scheuerman , Simon Schmid , Paul Schrater , Anik Sen , Zahra Sheikhbahaee , Ke Shi , Reid Simmons , Nishant Singh , Mason O. Smith , Ramira van der Meulen , Anthia Solaki , Haoran Sun , Viktor Szolga , Matthew E. Taylor , Travis Taylor , Sanne Van Waveren , Juan David Vargas , Rineke Verbrugge , Eitan Wagner , Justin D. Weisz , Ximing Wen , William Yeoh , Wenlong Zhang , Michelle Zhao , Shlomo Zilberstein

This is a report of an NSF workshop titled "Envisioning National Resources for Artificial Intelligence Research" held in Alexandria, Virginia, in May 2024. The workshop aimed to identify initial challenges and opportunities for national…

Artificial Intelligence · Computer Science 2024-12-16 Shantenu Jha , Yolanda Gil

This paper presents an overview of the emerging area of collaborative intelligence (CI). Our goal is to raise awareness in the signal processing community of the challenges and opportunities in this area of growing importance, where key…

Image and Video Processing · Electrical Eng. & Systems 2021-02-16 Ivan V. Bajić , Weisi Lin , Yonghong Tian

Problems of cooperation--in which agents seek ways to jointly improve their welfare--are ubiquitous and important. They can be found at scales ranging from our daily routines--such as driving on highways, scheduling meetings, and working…

Artificial Intelligence · Computer Science 2020-12-17 Allan Dafoe , Edward Hughes , Yoram Bachrach , Tantum Collins , Kevin R. McKee , Joel Z. Leibo , Kate Larson , Thore Graepel

In the past decade, we have witnessed the rise of deep learning to dominate the field of artificial intelligence. Advances in artificial neural networks alongside corresponding advances in hardware accelerators with large memory capacity,…

Neural and Evolutionary Computing · Computer Science 2022-03-11 David Ha , Yujin Tang

This volume holds the proceedings of the Collective Intelligence 2012 conference in Cambridge, Massachusetts. It contains the full papers, poster papers, and plenary abstracts. Collective intelligence has existed at least as long as humans…

Social and Information Networks · Computer Science 2012-08-28 Thomas W. Malone , Luis von Ahn

The emergence and ongoing development of Web 2.0 technologies have enabled new and advanced forms of collective intelligence at unprecedented scales, allowing large numbers of individuals to act collectively and create high quality…

Social and Information Networks · Computer Science 2014-07-01 Taraneh Khazaei , Lu Xiao

Current societal challenges exceed the capacity of humans operating either alone or collectively. As AI evolves, its role within human collectives will vary from an assistive tool to a participatory member. Humans and AI possess…

Computers and Society · Computer Science 2024-11-26 Hao Cui , Taha Yasseri
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