Alert button
Picture for Alessandro Lazaric

Alessandro Lazaric

Alert button

Second-Order Kernel Online Convex Optimization with Adaptive Sketching

Jun 15, 2017
Daniele Calandriello, Alessandro Lazaric, Michal Valko

Viaarxiv icon

Experimental results : Reinforcement Learning of POMDPs using Spectral Methods

May 07, 2017
Kamyar Azizzadenesheli, Alessandro Lazaric, Animashree Anandkumar

Figure 1 for Experimental results : Reinforcement Learning of POMDPs using Spectral Methods
Figure 2 for Experimental results : Reinforcement Learning of POMDPs using Spectral Methods
Figure 3 for Experimental results : Reinforcement Learning of POMDPs using Spectral Methods
Figure 4 for Experimental results : Reinforcement Learning of POMDPs using Spectral Methods
Viaarxiv icon

Exploration--Exploitation in MDPs with Options

Apr 17, 2017
Ronan Fruit, Alessandro Lazaric

Figure 1 for Exploration--Exploitation in MDPs with Options
Figure 2 for Exploration--Exploitation in MDPs with Options
Figure 3 for Exploration--Exploitation in MDPs with Options
Figure 4 for Exploration--Exploitation in MDPs with Options
Viaarxiv icon

Linear Thompson Sampling Revisited

Mar 27, 2017
Marc Abeille, Alessandro Lazaric

Figure 1 for Linear Thompson Sampling Revisited
Figure 2 for Linear Thompson Sampling Revisited
Figure 3 for Linear Thompson Sampling Revisited
Viaarxiv icon

Thompson Sampling for Linear-Quadratic Control Problems

Mar 27, 2017
Marc Abeille, Alessandro Lazaric

Figure 1 for Thompson Sampling for Linear-Quadratic Control Problems
Figure 2 for Thompson Sampling for Linear-Quadratic Control Problems
Viaarxiv icon

Analysis of Kelner and Levin graph sparsification algorithm for a streaming setting

Sep 13, 2016
Daniele Calandriello, Alessandro Lazaric, Michal Valko

Figure 1 for Analysis of Kelner and Levin graph sparsification algorithm for a streaming setting
Figure 2 for Analysis of Kelner and Levin graph sparsification algorithm for a streaming setting
Viaarxiv icon

Open Problem: Approximate Planning of POMDPs in the class of Memoryless Policies

Aug 17, 2016
Kamyar Azizzadenesheli, Alessandro Lazaric, Animashree Anandkumar

Figure 1 for Open Problem: Approximate Planning of POMDPs in the class of Memoryless Policies
Viaarxiv icon

Reinforcement Learning of POMDPs using Spectral Methods

May 29, 2016
Kamyar Azizzadenesheli, Alessandro Lazaric, Animashree Anandkumar

Figure 1 for Reinforcement Learning of POMDPs using Spectral Methods
Figure 2 for Reinforcement Learning of POMDPs using Spectral Methods
Figure 3 for Reinforcement Learning of POMDPs using Spectral Methods
Viaarxiv icon

Incremental Spectral Sparsification for Large-Scale Graph-Based Semi-Supervised Learning

Jan 21, 2016
Daniele Calandriello, Alessandro Lazaric, Michal Valko, Ioannis Koutis

Figure 1 for Incremental Spectral Sparsification for Large-Scale Graph-Based Semi-Supervised Learning
Figure 2 for Incremental Spectral Sparsification for Large-Scale Graph-Based Semi-Supervised Learning
Figure 3 for Incremental Spectral Sparsification for Large-Scale Graph-Based Semi-Supervised Learning
Figure 4 for Incremental Spectral Sparsification for Large-Scale Graph-Based Semi-Supervised Learning
Viaarxiv icon

Upper-Confidence-Bound Algorithms for Active Learning in Multi-Armed Bandits

Jul 16, 2015
Alexandra Carpentier, Alessandro Lazaric, Mohammad Ghavamzadeh, Rémi Munos, Peter Auer, András Antos

Figure 1 for Upper-Confidence-Bound Algorithms for Active Learning in Multi-Armed Bandits
Viaarxiv icon