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ICML
2001
IEEE
16 years 6 months ago
Convergence of Gradient Dynamics with a Variable Learning Rate
As multiagent environments become more prevalent we need to understand how this changes the agent-based paradigm. One aspect that is heavily affected by the presence of multiple a...
Michael H. Bowling, Manuela M. Veloso
HPCA
2008
IEEE
16 years 6 months ago
Fabric convergence implications on systems architecture
Converged fabrics that support data, storage, and cluster networking in a unified fashion are desirable for their cost and manageability advantages. Recent trends towards higher-b...
Kevin Leigh, Parthasarathy Ranganathan, Jaspal Sub...
FUZZIEEE
2007
IEEE
16 years 10 days ago
Fuzzy Approximation for Convergent Model-Based Reinforcement Learning
— Reinforcement learning (RL) is a learning control paradigm that provides well-understood algorithms with good convergence and consistency properties. Unfortunately, these algor...
Lucian Busoniu, Damien Ernst, Bart De Schutter, Ro...
COLT
2004
Springer
15 years 11 months ago
Convergence of Discrete MDL for Sequential Prediction
We study the properties of the Minimum Description Length principle for sequence prediction, considering a two-part MDL estimator which is chosen from a countable class of models....
Jan Poland, Marcus Hutter
HICSS
2003
IEEE
172views Biometrics» more  HICSS 2003»
15 years 11 months ago
Convergence Through Solution Interoperability: Case Study of Integrated Telecommunication Design and Incremental Deployment
Researchers have cogently presented the technical case for converged telecommunications systems. However, it is not clear how market-based telecommunications providers are embraci...
Thomas A. Horan, Benjamin L. Schooley