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From Intelligent Agents to Trustworthy Human-Centred Multiagent Systems

From Intelligent Agents to Trustworthy Human-Centred Multiagent Systems
From Intelligent Agents to Trustworthy Human-Centred Multiagent Systems
The Agents, Interaction and Complexity research group at the University of Southampton has a long track record of research in multiagent systems (MAS). We have made substantial scientific contributions across learning in MAS, game-theoretic techniques for coordinating agent systems, and formal methods for representation and reasoning. We highlight key results achieved by the group and elaborate on recent work and open research challenges in developing trustworthy autonomous systems and deploying human-centred AI systems that aim to support societal good.
Multiagent Systems, Artificial Intelligence, Distributed Artificial Intelligence, Intelligent Agents, Trustworthy Autonomous Systems
0921-7126
Divband Soorati, Mohammad
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Gerding, Enrico
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Marchioni, Enrico
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Naumov, Pavel
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Norman, Timothy
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Ramchurn, Sarvapali
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Rastegari, Baharak
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Sobey, Adam
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Stein, Sebastian
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Tarapore, Danesh
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Yazdanpanah, Vahid
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Zhang, Jie
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Divband Soorati, Mohammad
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Gerding, Enrico
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Marchioni, Enrico
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Naumov, Pavel
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Norman, Timothy
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Ramchurn, Sarvapali
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Rastegari, Baharak
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Sobey, Adam
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Stein, Sebastian
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Tarapore, Danesh
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Yazdanpanah, Vahid
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Zhang, Jie
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Divband Soorati, Mohammad, Gerding, Enrico, Marchioni, Enrico, Naumov, Pavel, Norman, Timothy, Ramchurn, Sarvapali, Rastegari, Baharak, Sobey, Adam, Stein, Sebastian, Tarapore, Danesh, Yazdanpanah, Vahid and Zhang, Jie (2022) From Intelligent Agents to Trustworthy Human-Centred Multiagent Systems. AI Communications.

Record type: Article

Abstract

The Agents, Interaction and Complexity research group at the University of Southampton has a long track record of research in multiagent systems (MAS). We have made substantial scientific contributions across learning in MAS, game-theoretic techniques for coordinating agent systems, and formal methods for representation and reasoning. We highlight key results achieved by the group and elaborate on recent work and open research challenges in developing trustworthy autonomous systems and deploying human-centred AI systems that aim to support societal good.

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From Intelligent Agents to Trustworthy Human-Centred Multiagent Systems - Accepted Manuscript
Available under License Creative Commons Attribution.
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More information

Published date: 23 July 2022
Keywords: Multiagent Systems, Artificial Intelligence, Distributed Artificial Intelligence, Intelligent Agents, Trustworthy Autonomous Systems

Identifiers

Local EPrints ID: 467975
URI: http://eprints.soton.ac.uk/id/eprint/467975
ISSN: 0921-7126
PURE UUID: a76f89a8-ef64-4951-bdce-3937c50ed808
ORCID for Mohammad Divband Soorati: ORCID iD orcid.org/0000-0001-6954-1284
ORCID for Enrico Gerding: ORCID iD orcid.org/0000-0001-7200-552X
ORCID for Pavel Naumov: ORCID iD orcid.org/0000-0003-1687-045X
ORCID for Timothy Norman: ORCID iD orcid.org/0000-0002-6387-4034
ORCID for Sarvapali Ramchurn: ORCID iD orcid.org/0000-0001-9686-4302
ORCID for Baharak Rastegari: ORCID iD orcid.org/0000-0002-0985-573X
ORCID for Adam Sobey: ORCID iD orcid.org/0000-0001-6880-8338
ORCID for Sebastian Stein: ORCID iD orcid.org/0000-0003-2858-8857
ORCID for Danesh Tarapore: ORCID iD orcid.org/0000-0002-3226-6861
ORCID for Vahid Yazdanpanah: ORCID iD orcid.org/0000-0002-4468-6193
ORCID for Jie Zhang: ORCID iD orcid.org/0000-0002-5348-7671

Catalogue record

Date deposited: 27 Jul 2022 16:37
Last modified: 28 Jul 2022 02:06

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Contributors

Author: Mohammad Divband Soorati ORCID iD
Author: Enrico Gerding ORCID iD
Author: Enrico Marchioni
Author: Pavel Naumov ORCID iD
Author: Timothy Norman ORCID iD
Author: Sarvapali Ramchurn ORCID iD
Author: Baharak Rastegari ORCID iD
Author: Adam Sobey ORCID iD
Author: Sebastian Stein ORCID iD
Author: Danesh Tarapore ORCID iD
Author: Vahid Yazdanpanah ORCID iD
Author: Jie Zhang ORCID iD

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