Antos, András

10 publications

JMLR 2015 Adaptive Strategy for Stratified Monte Carlo Sampling Alexandra Carpentier, Remi Munos, András Antos

NeurIPS 2010 Online Markov Decision Processes Under Bandit Feedback Gergely Neu, Andras Antos, András György, Csaba Szepesvári

ALT 2008 Active Learning in Multi-Armed Bandits András Antos, Varun Grover, Csaba Szepesvári

MLJ 2008 Learning Near-Optimal Policies with Bellman-Residual Minimization Based Fitted Policy Iteration and a Single Sample Path András Antos, Csaba Szepesvári, Rémi Munos

NeurIPS 2007 Fitted Q-Iteration in Continuous Action-Space MDPs András Antos, Csaba Szepesvári, Rémi Munos

COLT 2006 Learning Near-Optimal Policies with Bellman-Residual Minimization Based Fitted Policy Iteration and a Single Sample Path András Antos, Csaba Szepesvári, Rémi Munos

COLT 2005 Improved Minimax Bounds on the Test and Training Distortion of Empirically Designed Vector Quantizers András Antos

JMLR 2002 Data-Dependent Margin-Based Generalization Bounds for Classification András Antos, Balázs Kégl, Tamás Linder, Gábor Lugosi

MLJ 1998 Strong Minimax Lower Bounds for Learning András Antos, Gábor Lugosi

COLT 1996 Strong Minimax Lower Bounds for Learning András Antos, Gábor Lugosi