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» Simplifying the Development of Intelligent Agents
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AI
2008
Springer
15 years 4 months ago
Robust artificial life via artificial programmed death
We propose a novel approach to self-regenerating continuously-operating systems. Such systems provide best-case solutions in security surveillance or decision making centers. We i...
M. M. Olsen, N. Siegelmann-Danieli, Hava T. Siegel...
AAMAS
2004
Springer
15 years 3 months ago
Multi-Dimensional, MultiStep Negotiation
We present a multi-dimensional, multi-step negotiation mechanism for task allocation among cooperative agents based on distributed search. This mechanism uses marginal utility gai...
Xiaoqin Zhang, Victor R. Lesser, Rodion M. Podoroz...
ATAL
2005
Springer
15 years 9 months ago
Automatic computer game balancing: a reinforcement learning approach
Designing agents whose behavior challenges human players adequately is a key issue in computer games development. This work presents a novel technique, based on reinforcement lear...
Gustavo Andrade, Geber Ramalho, Hugo Santana, Vinc...
LADS
2007
Springer
15 years 10 months ago
DCaseLP: A Prototyping Environment for Multi-language Agent Systems
Abstract. This paper describes DCaseLP, a multi-language development environment for Multi-Agent Systems. DCaseLP provides tools and languages for modelling and implementing a MAS ...
Viviana Mascardi, Maurizio Martelli, Ivana Gungui
ATAL
2008
Springer
15 years 6 months ago
On the usefulness of opponent modeling: the Kuhn Poker case study
The application of reinforcement learning algorithms to Partially Observable Stochastic Games (POSG) is challenging since each agent does not have access to the whole state inform...
Alessandro Lazaric, Mario Quaresimale, Marcello Re...