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» Intelligent Optimization via Learnable Evolution Model
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CIA
2007
Springer
14 years 1 months ago
From Local Search to Global Behavior: Ad Hoc Network Example
We introduce the Consensual N-Player Prisoner’s Dilemma as a large-scale dilemma. We then present a framework for cooperative consensus formation in large-scale MAS under the N-P...
Osher Yadgar
ATAL
2010
Springer
13 years 8 months ago
Cultivating desired behaviour: policy teaching via environment-dynamics tweaks
In this paper we study, for the first time explicitly, the implications of endowing an interested party (i.e. a teacher) with the ability to modify the underlying dynamics of the ...
Zinovi Rabinovich, Lachlan Dufton, Kate Larson, Ni...
KDD
2012
ACM
254views Data Mining» more  KDD 2012»
11 years 9 months ago
Playlist prediction via metric embedding
Digital storage of personal music collections and cloud-based music services (e.g. Pandora, Spotify) have fundamentally changed how music is consumed. In particular, automatically...
Shuo Chen, Josh L. Moore, Douglas Turnbull, Thorst...
SASO
2010
IEEE
13 years 5 months ago
Designing Comprehensible Self-Organising Systems
Self-organising systems are a popular engineering concept for designing decentralised autonomic computing systems. They are able to find solutions in complex and versatile problem ...
Nicolas Höning, Han La Poutré
GECCO
2006
Springer
179views Optimization» more  GECCO 2006»
13 years 11 months ago
Parisian evolution with honeybees for three-dimensional reconstruction
This paper introduces a novel analogy with the way in which honeybee colonies operate in order to solve the problem of sparse and quasi dense reconstruction. To successfully solve...
Gustavo Olague, Cesar Puente