PASCAL - Subject: COMPLACS

Online Clustering of Processes Azadeh Khaleghi, Daniil Ryabko, Jeremie Mary and Philippe Preux Conference or Workshop Item Item not available online. (April 2012)

Autonomous Exploration For Navigating In MDPs Shiau Hong Lim and Peter Auer Article Item availablity restricted. (01 January 2012)

Online solution of the average cost Kullback-Leibler optimization problem Joris Bierkens and Bert Kappen Conference or Workshop Item Item availablity restricted. (16 December 2011)

Conditional Anomaly Detection with Soft Harmonic Functions Michal Valko, Branislav Kveton, Hamed Valizadegan, Gregory Cooper and Milos Hauskrecht Conference or Workshop Item (12 December 2011)

PAC-Bayesian Analysis of Contextual Bandits Yevgeny Seldin, Peter Auer, François Laviolette, John Shawe-Taylor and Ronald Ortner Conference or Workshop Item (December 2011)

Adaptive Aggregation for Reinforcement Learning in Average Reward Markov Decision Processes Ronald Ortner Article Item not available online. (September 2011)

Classification-based Policy Iteration with a Critic Victor Gabillon, Alessandro Lazaric, Mohammad Ghavamzadeh and Bruno Scherer Conference or Workshop Item Item not available online. (2011)

Finite time analysis of stratified sampling for monte carlo Alexandra Carpentier and Rémi Munos Article (2011)

Finite-sample analysis of Lasso-TD Mohammad Ghavamzadeh, Alessandro Lazaric, Rémi Munos and Matthew Hoffman Article (2011)

Finite-Sample Analysis of Lasso-TD Mohammad Ghavamzadeh, Alessandro Lazaric, Remi Munos and Matthew Hoffman Conference or Workshop Item (2011)

Finite-time analysis of multi-armed bandits problems with Kullback-Leibler divergences Odalric Maillard, Rémi Munos and Gilles Stoltz Article (2011)

Multi-Bandit Best Arm Identification Victor Gabillon, Mohammad Ghavamzadeh, Alessandro Lazaric and Sebastien Bubeck Conference or Workshop Item (2011)

Noisy Search with Comparative Feedback Shiau Hong Lim and Peter Auer Conference or Workshop Item (2011)

On the relation between realizable and non-realizable cases of the sequence prediction problem. Daniil Ryabko Article Item not available online. (2011)

Optimistic optimization of deterministic functions without the knowledge of its smoothness Rémi Munos Article (2011)

Optimistic planning for sparsely stochastic systems Lucian Busoniu, Rémi Munos, Bart De Schutter and Robert Babuska Article (2011)

Regularized Least Squares Temporal Difference learning with nested L2 and L1 penalization Matthew Hoffman, Alessandro Lazaric, Mohammad Ghavamzadeh and Remi Munos Conference or Workshop Item Item not available online. (2011)

Selecting the state-representation in reinforcement learning Odalric Maillard, Rémi Munos and Daniil Ryabko Article (2011)

Sparse recovery with brownian sensing Alexandra Carpentier, Odalric Maillard and Rémi Munos Article (2011)

Speedy Q-Learning Mohammad Gheshlaghi Azar, Remi Munos, Mohammad Ghavamzadeh and Hilbert Kappen Conference or Workshop Item (2011)

Towards the best history-dependent strategy Odalric Maillard and Rémi Munos Article (2011)

Upper confidence bounds algorithms for active learning in multi-armed bandits Alexandra Carpentier, Mohammad Ghavamzadeh, Alessandro Lazaric, Rémi Munos and Peter Auer Article Item not available online. (2011)

Upper-Confidence-Bound Algorithms for Active Learning in Multi-Armed Bandits Alexandra Carpentier, Alessandro Lazaric, Mohammad Ghavamzadeh, Remi Munos and Peter Auer Conference or Workshop Item (2011)