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Abstract: In multi-agent environments, an intelligent agent often needs to interact with other individuals or groups of agents to achieve its goals. Agent tracking is one key capability required for intelligent interaction. It involves monitoring the observable actions of other agents and inferring their unobserved actions, plans, goals and behaviors. This article examines the implications of such an agent tracking capability for agent architectures. It specifically focuses on real-time and dynamic... (Update)
Context of citations to this paper: More
.... that is most relevant to re ective blindness is social diagnosis (Kaminka and Tambe [15] based on agent tracking (Tambe and Rosenbloom [40]) The idea is that agents observe other agents actions and infer their beliefs to compensate for de ciencies in their own sensors. e.g....
.... to better results than just reacting to its recent move [9] A lot of work in MAS concentrates on nding out about the opponent s plans [44, 42]. To predict the opponent s behavior, some kind of model of the opponent is needed. Additionally, using models of collaborating agents...
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BibTeX entry: (Update)
Milind Tambe and Paul S. Rosenbloom. Architectures for Agents that Track Other Agents in Multi-Agent Worlds. In Proceedings of the 1995 Workshop on Agent Theories, Architectures, and Languages, pages 156--170, Montreal-CANADA, 1995. http://citeseer.ist.psu.edu/tambe95architectures.html More
@inproceedings{ tambe96architectures,
author = "Milind Tambe and Paul S. Rosenbloom",
title = "Architectures for Agents that Track Other Agents in Multi-Agent Worlds",
booktitle = "Proceedings on the {IJCAI} Workshop on Intelligent Agents {II} : Agent Theories, Architectures, and Languages",
volume = "1037",
month = "19--20~",
publisher = "Springer-Verlag: Heidelberg, Germany",
editor = "Michael Wooldridge and J{\"o}rg P. M{\"u}ller and Milind Tambe",
isbn = "3-540-60805-2",
pages = "156--170",
year = "1996",
url = "citeseer.ist.psu.edu/tambe95architectures.html" }
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