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CIA
2007
Springer
16 years 1 months ago
Multi-agent Learning Dynamics: A Survey
Abstract. In this paper we compare state-of-the-art multi-agent reinforcement learning algorithms in a wide variety of games. We consider two types of algorithms: value iteration a...
H. Jaap van den Herik, Daniel Hennes, Michael Kais...
DNA
2007
Springer
127views Bioinformatics» more  DNA 2007»
16 years 1 months ago
Discrete Simulations of Biochemical Dynamics
Abstract. Metabolic P systems, shortly MP systems, are a special class of P systems, introduced for expressing biological metabolism. Their dynamics are computed by metabolic algor...
Vincenzo Manca
KES
2007
Springer
16 years 1 months ago
Hybrid Agents Based Architecture on Automated Dynamic Environments
Abstract. This paper presents a hybrid agents based architecture that uses casebased reasoning and case-based planning systems as reasoning mechanism in deliberative BDI agents to ...
Dante I. Tapia, Javier Bajo, Juan M. Corchado, Sar...
CP
2005
Springer
16 years 1 months ago
Encoding HTN Planning as a Dynamic CSP
Abstract. Constraint satisfaction problems provide strong formalism for modeling variety of real life problems. This paper presents a work currently in progress of which the goal i...
Pavel Surynek, Roman Barták
ECAL
2005
Springer
16 years 1 months ago
Measuring Diversity in Populations Employing Cultural Learning in Dynamic Environments
Abstract. This paper examines the effect of cultural learning on a population of neural networks. We compare the genotypic and phenotypic diversity of populations employing only p...
Dara Curran, Colm O'Riordan