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ATAL
2007
Springer
15 years 8 months ago
Determining confidence when integrating contributions from multiple agents
Integrating contributions received from other agents is an essential activity in multi-agent systems (MASs). Not only must related contributions be integrated together, but the co...
Raphen Becker, Daniel D. Corkill
AOSE
2007
Springer
15 years 10 months ago
Developing a Multiagent Conference Management System Using the O-MaSE Process Framework
This paper describes how the Organization-based Multiagent Systems Engineering (O-MaSE) methodology can be applied to an exemplar multiagent system, the Conference Management Syste...
Scott A. DeLoach
ICANN
2001
Springer
15 years 8 months ago
The Importance of Representing Cognitive Processes in Multi-agent Models
We distinguish between two main types of model: predictive and explanatory. It is argued (in the absence of models that predict on unseen data) that in order for a model to increas...
Bruce Edmonds, Scott Moss
IDEAL
2007
Springer
15 years 10 months ago
Skill Combination for Reinforcement Learning
Recently researchers have introduced methods to develop reusable knowledge in reinforcement learning (RL). In this paper, we define simple principles to combine skills in reinforce...
Zhihui Luo, David A. Bell, Barry McCollum
CEC
2005
IEEE
15 years 10 months ago
Effects of experience bias when seeding with prior results
Abstract- Seeding the population of an evolutionary algorithm with solutions from previous runs has proved to be useful when learning control strategies for agents operating in a c...
Mitchell A. Potter, R. Paul Wiegand, H. Joseph Blu...