PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

PASCAL Network

Full NameAndrĂ¡s Antos
TitleSenior Research Fellow
SiteComputer and Automation Research Institute of the Hungarian Academy of Sciences
StatusResearcher
Tel+36 1 2796262
Fax+36 1 4667503
WWWwww.szit.bme.hu/~antos

Research Interests
Computational, Information-Theoretic Learning with Statistics
Learning/Statistics & Optimisation
Theory & Algorithms
Publications

Number of records: 7.

Active learning in multi-armed bandits András Antos, Varun Grover and Csaba Szepesvari Book Section Item availablity restricted. (02 October 2008)
Active learning with heteroscedastic noise András Antos, Varun Grover and Csaba Szepesvari Article Item not available online. (20 February 2009)
Fitted Q-iteration in continuous action-space MDPs András Antos, Rémi Munos and Csaba Szepesvari Book Section Item availablity restricted. (2008)
Learning near-optimal policies with Bellman-residual minimization based fitted policy iteration and a single sample path András Antos, Csaba Szepesvari and Rémi Munos Article Item availablity restricted. (April 2008)
Learning near-optimal policies with Bellman-residual minimization based fitted policy iteration and a single sample path András Antos, Csaba Szepesvari and Rémi Munos Book Section Item availablity restricted. (29 September 2006)
On codecell convexity of optimal multi-resolution scalar quantizers for continuous sources András Antos Article Item not available online. (23 November 2009)
Value-iteration based fitted policy iteration: learning with a single trajectory András Antos, Csaba Szepesvari and Rémi Munos Conference or Workshop Item Item availablity restricted. (05 April 2007)

This list was generated on Thu Sep 2 15:32:21 BST 2010.