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» Agendas for multi-agent learning
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PDC
2006
ACM
15 years 6 months ago
A participatory design agenda for ubiquitous computing and multimodal interaction: a case study of dental practice
This paper reflects upon our attempts to bring a participatory design approach to design research into interfaces that better support dental practice. The project brought together...
Tim Cederman-Haysom, Margot Brereton
ATAL
2011
Springer
14 years 12 days ago
Learning action models for multi-agent planning
In multi-agent planning environments, action models for each agent must be given as input. However, creating such action models by hand is difficult and time-consuming, because i...
Hankz Hankui Zhuo, Hector Muñoz-Avila, Qian...
119
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ATAL
2006
Springer
15 years 4 months ago
Learning to cooperate in multi-agent social dilemmas
In many Multi-Agent Systems (MAS), agents (even if selfinterested) need to cooperate in order to maximize their own utilities. Most of the multi-agent learning algorithms focus on...
Jose Enrique Munoz de Cote, Alessandro Lazaric, Ma...
ATAL
2009
Springer
15 years 7 months ago
Integrating organizational control into multi-agent learning
Multi-Agent Reinforcement Learning (MARL) algorithms suffer from slow convergence and even divergence, especially in largescale systems. In this work, we develop an organization-b...
Chongjie Zhang, Sherief Abdallah, Victor R. Lesser
83
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PRICAI
2000
Springer
15 years 4 months ago
Constructing an Autonomous Agent with an Interdependent Heuristics
When we construct an agent by integrating modules, there appear troubles concerning the autonomy of the agent if we introduce a heuristics that dominates the whole agent. Thus, we ...
Koichi Moriyama, Masayuki Numao