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Onn Shehory
Visiting Assistant Professor

No longer a member of RI.

For more information, see my personal homepage.

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Research interests

My research interests include:

My research focuses on the combination of artificial intelligence, software architecture and game theory in Multi-Agent Systems (MAS) - theory and implementation. I am interested in the design of the single agent as well as the whole system, and in particular in the architectural issues and the interaction protocols. The development of efficient and stable algorithms for agent cooperation has captured a significant part of my research during the last years. Specifically, I have been working in the last years on cooperation and coalition formation in MAS.

I am involved in the RETSINA project, where we design and implement agents to cooperatively perform tasks of information gathering from multi-modal web sources and decision support upon this information. We investigate issues of real time performance, load balancing, interleaving planning and execution, communication and coordination protocols, and human-computer interface.

The RETSINA framework is used in several other projects in which I participate: Thales, Agent aided command and control, and Warren.

Research interest keywords

artificial intelligence, game theory, and multi-agent systems

Past Labs & Groups

Intelligent Software Agents - Here, researchers explore multi-agent planning and scheduling, multi-agent learning, multi-agent negotiation, and decision support for human teams
 

Past Projects

Agent Aided Command and Control
Aircraft Maintenance - A wearable software system that uses RETSINA agents to assist in the process of documenting and making repairs to aircraft.
Ecommerce Institute - The function of the Institute is to serve as a focal point for Electronic Commerce activities at Carnegie Mellon, to offer degree programs and executive education and to conduct research.
Integrating Intelligent Assistants into Human Teams (Joccasta) - A multi-disciplinary research project designed to increase the effectiveness of team decision making in joint planning tasks.
Reusable Environment for Task Structured Intelligent Network Agents - An architecture for developing distributed intelligent software agents that cooperate asynchronously to perform goal-directed information retrieval and information integration in support of a varie
Thales - Satellite visibility forecaster
WARREN - The WARREN system is a multi-agent application that is designed to help users monitor and manage their financial portfolio.
 

Recent publications [View all 25 publications]


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