Efficient Learning in Large-Scale Combinatorial Semi-Bandits

v1v2v3v4 (latest)

Efficient Learning in Large-Scale Combinatorial Semi-Bandits

28 June 2014

Branislav Kveton

ArXiv (abs)PDF HTML

Papers citing "Efficient Learning in Large-Scale Combinatorial Semi-Bandits"

10 / 10 papers shown

Title
Contextual User Browsing Bandits for Large-Scale Online Mobile Recommendation Xu He Bo An Yanghua Li Haikai Chen Qingyu Guo Xuzhao Li Zhirong Wang 107 12 0 21 Aug 2020
Cascading Bandits: Learning to Rank in the Cascade Model Branislav Kveton Csaba Szepesvári Zheng Wen Azin Ashkan 197 284 0 10 Feb 2015
Learning to Act Greedily: Polymatroid Semi-Bandits Branislav Kveton Zheng Wen Azin Ashkan Michal Valko 77 10 0 30 May 2014
An Information-Theoretic Analysis of Thompson Sampling Daniel Russo Benjamin Van Roy 161 426 0 21 Mar 2014
Matroid Bandits: Fast Combinatorial Optimization with Learning Branislav Kveton Zheng Wen Azin Ashkan Hoda Eydgahi Brian Eriksson 78 121 0 20 Mar 2014
Generalization and Exploration via Randomized Value Functions Ian Osband Benjamin Van Roy Zheng Wen 79 314 0 04 Feb 2014
An efficient algorithm for learning with semi-bandit feedback Gergely Neu Gábor Bartók 119 80 0 13 May 2013
Learning to Optimize Via Posterior Sampling Daniel Russo Benjamin Van Roy 200 702 0 11 Jan 2013
Thompson Sampling for Contextual Bandits with Linear Payoffs Shipra Agrawal Navin Goyal 195 1,004 0 15 Sep 2012
Combinatorial Network Optimization with Unknown Variables: Multi-Armed Bandits with Linear Rewards Yi Gai Bhaskar Krishnamachari Rahul Jain 174 263 0 22 Nov 2010

We use cookies and other tracking technologies to improve your browsing experience on our website, to show you personalized content and targeted ads, to analyze our website traffic, and to understand where our visitors are coming from. See our policy.