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ICML
2001
IEEE
16 years 19 days 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 5 days 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
15 years 6 months 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 5 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 5 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