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AAMAS
2007
Springer
14 years 3 months 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...
APN
2007
Springer
14 years 3 months ago
Name Creation vs. Replication in Petri Net Systems
Abstract. We study the relationship between name creation and replication in a setting of infinitestate communicating automata. By name creation we mean the capacity of dynamicall...
Fernando Rosa Velardo, David de Frutos-Escrig
CICLING
2007
Springer
14 years 3 months ago
Finite-State Technology as a Programming Environment
Finite-state technology is considered the preferred model for representing the phonology and morphology of natural languages. The attractiveness of this technology for natural lang...
Shuly Wintner
COLT
2007
Springer
14 years 3 months ago
Multi-view Regression Via Canonical Correlation Analysis
In the multi-view regression problem, we have a regression problem where the input variable (which is a real vector) can be partitioned into two different views, where it is assum...
Sham M. Kakade, Dean P. Foster
MFCS
2007
Springer
14 years 3 months ago
Evolvability
A framework for analyzing the computational capabilities and the limitations of the evolutionary process of random change guided by selection was recently introduced by Valiant [V...
Leslie G. Valiant