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» Agent and Task Modeling at Honeywell
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IAT
2003
IEEE
15 years 3 months ago
Modeling Agent-Based Load Balancing with Time Delays
In grid computing, agent-based load balancing is one of the most important problems. In this paper, we present a macroscopic model to describe the dynamics of agent-based load bal...
Yuanshi Wang, Jiming Liu, Xiaolong Jin
ICMLA
2009
14 years 7 months ago
Automatic Feature Selection for Model-Based Reinforcement Learning in Factored MDPs
Abstract--Feature selection is an important challenge in machine learning. Unfortunately, most methods for automating feature selection are designed for supervised learning tasks a...
Mark Kroon, Shimon Whiteson
ATAL
2008
Springer
14 years 11 months ago
Coalitional skill games
We consider Coalitional Skill Games (CSGs), a simple model of cooperation among agents. This is a restricted form of coalitional games, where each agent has a set of skills that a...
Yoram Bachrach, Jeffrey S. Rosenschein
AWIC
2003
Springer
15 years 2 months ago
A Machine Learning Based Evaluation of a Negotiation between Agents Involving Fuzzy Counter-Offers
Abstract. Negotiation plays a fundamental role in systems composed of multiple autonomous agents. Some negotiations may require a more elaborated dialogue where agents would explai...
Javier Carbo Rubiera, Agapito Ledezma
IEAAIE
2010
Springer
14 years 7 months ago
Knowledge-Based Framework for Workflow Modelling: Application to the Furniture Industry
Abstract. In this paper, we describe a framework for integrating workflow modelling techniques with a knowledge management approach that enables us to represent the problem-solving...
Juan Carlos Vidal, Manuel Lama, Alberto Bugar&iacu...