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194
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AAMAS
2007
Springer
16 years 10 days ago
Bifurcation Analysis of Reinforcement Learning Agents in the Selten's Horse Game
Abstract. The application of reinforcement learning algorithms to multiagent domains may cause complex non-convergent dynamics. The replicator dynamics, commonly used in evolutiona...
Alessandro Lazaric, Jose Enrique Munoz de Cote, Fa...
ATAL
2007
Springer
16 years 10 days ago
Policy recognition for multi-player tactical scenarios
This paper addresses the problem of recognizing policies given logs of battle scenarios from multi-player games. The ability to identify individual and team policies from observat...
Gita Sukthankar, Katia P. Sycara
148
Voted
ATAL
2007
Springer
16 years 10 days ago
Agent coordination by trade-off between locally diffusion effects and socially structural influences
There were always two separated methods to make agent coordination: individual-local balance perspective and individualsociety balance perspective. The first method only considere...
Yichuan Jiang, Jiuchuan Jiang, Toru Ishida
158
Voted
CSEE
2007
Springer
16 years 10 days ago
Creating Meaningful Assessments for Professional Development Education in Software Architecture
Extensive instructional materials have been developed and used for courses in specific software architecture topics offered at the Software Engineering Institute (SEI) at Carnegie...
Elspeth Golden, Len Bass
166
Voted
ECML
2007
Springer
16 years 9 days ago
Stability Based Sparse LSI/PCA: Incorporating Feature Selection in LSI and PCA
The stability of sample based algorithms is a concept commonly used for parameter tuning and validity assessment. In this paper we focus on two well studied algorithms, LSI and PCA...
Dimitrios Mavroeidis, Michalis Vazirgiannis