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ATAL
2006
Springer
15 years 10 months ago
A novel method for automatic strategy acquisition in N-player non-zero-sum games
We present a novel method for automatically acquiring strategies for the double auction by combining evolutionary optimization together with a principled game-theoretic analysis. ...
Steve Phelps, Marek Marcinkiewicz, Simon Parsons
DATE
2004
IEEE
125views Hardware» more  DATE 2004»
15 years 10 months ago
Local Decisions and Triggering Mechanisms for Adaptive Fault-Tolerance
Dynamic fault-tolerance management (DFTM) was previously introduced as a means of providing environmentand workload-driven adaptation for failure-prone battery powered systems. Th...
Phillip Stanley-Marbell, Diana Marculescu
COLT
2006
Springer
15 years 10 months ago
Online Multitask Learning
We study the problem of online learning of multiple tasks in parallel. On each online round, the algorithm receives an instance and makes a prediction for each one of the parallel ...
Ofer Dekel, Philip M. Long, Yoram Singer
211
Voted
ECML
2006
Springer
15 years 10 months ago
Multiple-Instance Learning Via Random Walk
This paper presents a decoupled two stage solution to the multiple-instance learning (MIL) problem. With a constructed affinity matrix to reflect the instance relations, a modified...
Dong Wang, Jianmin Li, Bo Zhang
EUROGP
2006
Springer
138views Optimization» more  EUROGP 2006»
15 years 10 months ago
Evolving Crossover Operators for Function Optimization
Abstract. A new model for evolving crossover operators for evolutionary function optimization is proposed in this paper. The model is a hybrid technique that combines a Genetic Pro...
Laura Diosan, Mihai Oltean