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CIE
2011
Springer
12 years 3 months ago
Automatic Learners with Feedback Queries
Automatic classes are classes of languages for which a finite automaton can decide whether a given element is in a set given by its index. The present work studies the learnabilit...
John Case, Sanjay Jain, Yuh Shin Ong, Pavel Semukh...
ICML
2010
IEEE
13 years 1 months ago
Constructing States for Reinforcement Learning
POMDPs are the models of choice for reinforcement learning (RL) tasks where the environment cannot be observed directly. In many applications we need to learn the POMDP structure ...
M. M. Hassan Mahmud
SCHOLARPEDIA
2010
80views more  SCHOLARPEDIA 2010»
13 years 2 months ago
Working memory
—Studies of attention and working memory address the fundamental limits in our ability to encode and maintain behaviorally relevant information, processes that are critical for g...
Alan Baddeley
CORR
2010
Springer
66views Education» more  CORR 2010»
13 years 3 months ago
Price Trackers Inspired by Immune Memory
Abstract. In this paper we outline initial concepts for an immune inspired algorithm to evaluate price time series data. The proposed solution evolves a short term pool of trackers...
William O. Wilson, Phil Birkin, Uwe Aickelin
ESANN
2006
13 years 5 months ago
Construction of a memory management system in an on-line learning mechanism
This paper is the first of a two paper series that deals with an important problem in on-line learning mechanisms for autonomous agents that must perform non trivial tasks and oper...
Francisco Bellas, José Antonio Becerra, Ric...
ICCS
2007
Springer
13 years 5 months ago
Hypermedia Discourse: Contesting Networks of Ideas and Arguments
This invited contribution motivates the Hypermedia Discourse research programme, investigating the reading, writing and contesting of ideas as hypermedia networks grounded in disco...
Simon Buckingham Shum