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» An Introduction to Transfer Learning
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ML
2008
ACM
15 years 3 months ago
Transfer in variable-reward hierarchical reinforcement learning
Neville Mehta, Sriraam Natarajan, Prasad Tadepalli...
JKM
2008
110views more  JKM 2008»
15 years 3 months ago
Barrier impact on organizational learning within complex organizations
Purpose
Stephen McLaughlin, Robert A. Paton, Douglas K. Ma...
USENIX
2003
15 years 4 months ago
Learning Spam: Simple Techniques For Freely-Available Software
The problem of automatically filtering out spam e-mail using a classifier based on machine learning methods is of great recent interest. This paper gives an introduction to mach...
Bart Massey, Mick Thomure, Raya Budrevich, Scott L...
IJCAI
2007
15 years 4 months ago
Transfer Learning in Real-Time Strategy Games Using Hybrid CBR/RL
The goal of transfer learning is to use the knowledge acquired in a set of source tasks to improve performance in a related but previously unseen target task. In this paper, we pr...
Manu Sharma, Michael P. Holmes, Juan Carlos Santam...
SLOGICA
2008
120views more  SLOGICA 2008»
15 years 3 months ago
Emergence of Information Transfer by Inductive Learning
We study a simple game theoretic model of information transfer which we consider to be a baseline model for capturing strategic aspects of epistemological questions. In particular,...
Simon M. Huttegger, Brian Skyrms