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AISADM
2005
Springer
14 years 2 months ago
Execution Engine of Meta-learning System for KDD in Multi-agent Environment
Meta-learning system for KDD is an open and evolving platform for efficient testing and intelligent recommendation of data mining process. Metalearning is adopted to automate the s...
Ping Luo, Qing He, Rui Huang, Fen Lin, Zhongzhi Sh...
ATAL
1998
Springer
14 years 1 months ago
Task Decomposition and Dynamic Role Assignment for Real-Time Strategic Teamwork
Abstract. Multi-agent domains consisting of teams of agents that need to collaborate in an adversarial environment offer challenging research opportunities. In this paper, we intro...
Peter Stone, Manuela M. Veloso
IAT
2010
IEEE
13 years 7 months ago
A Framework for Developing Agent-Based Distributed Applications
Abstract--The development of large-scale distributed multiagent systems in open dynamic environments is a challenge. System behavior is often not predictable and can only be evalua...
Michel Oey, Sander van Splunter, Elth Ogston, Mart...
ATAL
2007
Springer
14 years 3 months ago
An adversarial environment model for bounded rational agents in zero-sum interactions
Multiagent environments are often not cooperative nor collaborative; in many cases, agents have conflicting interests, leading to adversarial interactions. This paper presents a ...
Inon Zuckerman, Sarit Kraus, Jeffrey S. Rosenschei...
ATAL
2007
Springer
14 years 3 months ago
Estimating information value in collaborative multi-agent planning systems
This paper addresses the problem of identifying the value of information held by a teammate on a distributed, multi-agent team. It focuses on a distributed scheduling task in whic...
David Sarne, Barbara J. Grosz