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106
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NPL
1998
135views more  NPL 1998»
15 years 3 months ago
Local Adaptive Subspace Regression
Abstract. Incremental learning of sensorimotor transformations in high dimensional spaces is one of the basic prerequisites for the success of autonomous robot devices as well as b...
Sethu Vijayakumar, Stefan Schaal
135
Voted
AAAI
2007
15 years 5 months ago
Active Imitation Learning
Imitation learning, also called learning by watching or programming by demonstration, has emerged as a means of accelerating many reinforcement learning tasks. Previous work has s...
Aaron P. Shon, Deepak Verma, Rajesh P. N. Rao
GECCO
2008
Springer
128views Optimization» more  GECCO 2008»
15 years 4 months ago
Adapted Pittsburgh classifier system: building accurate strategies in non markovian environments
This paper focuses on the study of the behavior of a genetic algorithm based classifier system, the Adapted Pittsburgh Classifier System (A.P.C.S), on maze type environments con...
Gilles Énée, Mathias Péroumal...
132
Voted
NIPS
2008
15 years 5 months ago
From Online to Batch Learning with Cutoff-Averaging
We present cutoff averaging, a technique for converting any conservative online learning algorithm into a batch learning algorithm. Most online-to-batch conversion techniques work...
Ofer Dekel
118
Voted
IADIS
2004
15 years 5 months ago
Adaptive Link Generation for Multiperspective Thinking in Web-Based Exploratory Learning
In order to heighten the effectiveness of web-based exploratory learning, we have designed and implemented adaptive link generation that facilitates multiperspective thinking abou...
Hiroyuki Mitsuhara, Kazuhide Kanenishi, Yoneo Yano