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RESEARCH AREA
Progress in artificial intelligence (AI), robotics, conversational agents, connectivity and sensing technology increases the capabilities of physical and virtual agents to operate more and more autonomously, possibly as team members, companions or partners of humans. However, the information and decision-making processes of these agents differ from human’s processes fundamentally. Fruitful human-agent collaboration requires the AI to develop meta-reasoning and meta-learning capabilities, which match the individual human and group needs, and which support the lifelong human-agent co-learning. Harmonizing the joint and interdependent social, cognitive and affective processes in the co-active learning process, is a major challenge for the research & development community, asking for a rigorous interdisciplinary approach. Social sciences (e.g., Psychology) and AI have to join and study agents and humans as part of an evolving mutually adaptive human-agent collective with hybrid intelligence. This way, AI-included technologies can augment team’s capabilities progressively, e.g. to integrate robotic partners into the healthcare teams, safety and security teams, and defense teams for improved performance and resilience.
Research Interests
Papers共 499 篇Author StatisticsCo-AuthorSimilar Experts
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Marlijn Heijnen,Tjeerd Schoonderwoerd,Mark Neerincx,Jasper van der Waa,Leon Kester,Jurriaan van Diggelen, Pieter Elands
Responsible Use of AI in Military Systemspp.17-36, (2024)
FRONTIERS IN ROBOTICS AND AI (2024): 1323980-1323980
IEEE TRANSACTIONS ON LEARNING TECHNOLOGIES (2024): 903-918
IEEE Transactions on Learning Technologies (2024): 903-918
AAMAS '23: Proceedings of the 2023 International Conference on Autonomous Agents and Multiagent Systemspp.2316-2318, (2023)
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IEEE Transactions on Affective Computingno. 2 (2023): 1249-1266
The Behavioral and brain sciences (2023): e29-e29
2023 32nd IEEE International Conference on Robot and Human Interactive Communication (RO-MAN)pp.1202-1209, (2023)
AAAI 2023no. 1 (2023): 48-56
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