Combinatorial Multi-Armed Bandit and Its Extension to Probabilistically
Triggered Arms

Combinatorial Multi-Armed Bandit and Its Extension to Probabilistically Triggered Arms

31 July 2014

Papers citing "Combinatorial Multi-Armed Bandit and Its Extension to Probabilistically Triggered Arms"

13 / 13 papers shown

Title
Combinatorial Multivariant Multi-Armed Bandits with Applications to Episodic Reinforcement Learning and Beyond Xutong Liu Siwei Wang Jinhang Zuo Han Zhong Xuchuang Wang Zhiyong Wang Shuai Li Mohammad Hajiesmaili J. C. Lui Wei Chen 150 3 0 03 Jun 2024
Improving Regret Bounds for Combinatorial Semi-Bandits with Probabilistically Triggered Arms and Its Applications Qinshi Wang Wei Chen 47 87 0 05 Mar 2017
Combinatorial Multi-Armed Bandit with General Reward Functions Wei Chen Wei Hu Fu Li Jiacheng Li Yu Liu Pinyan Lu 50 132 0 20 Oct 2016
Tight Regret Bounds for Stochastic Combinatorial Semi-Bandits Branislav Kveton Zheng Wen Azin Ashkan Csaba Szepesvári 34 47 0 03 Oct 2014
Matroid Bandits: Fast Combinatorial Optimization with Learning Branislav Kveton Zheng Wen Azin Ashkan Hoda Eydgahi Brian Eriksson 69 119 0 20 Mar 2014
Thompson Sampling for Complex Bandit Problems Aditya Gopalan Shie Mannor Yishay Mansour 97 201 0 03 Nov 2013
Towards minimax policies for online linear optimization with bandit feedback Sébastien Bubeck Nicolò Cesa-Bianchi Sham Kakade OffRL 165 149 0 14 Feb 2012
Adaptive Shortest-Path Routing under Unknown and Stochastically Varying Link States Keqin Liu Qing Zhao 61 50 0 24 Jan 2012
From Bandits to Experts: On the Value of Side-Observations Shie Mannor Ohad Shamir OffRL 160 220 0 13 Jun 2011
Minimax Policies for Combinatorial Prediction Games Jean-Yves Audibert Sébastien Bubeck Gabor Lugosi OffRL 138 81 0 24 May 2011
The KL-UCB Algorithm for Bounded Stochastic Bandits and Beyond Aurélien Garivier Olivier Cappé 133 613 0 12 Feb 2011
Combinatorial Network Optimization with Unknown Variables: Multi-Armed Bandits with Linear Rewards Yi Gai Bhaskar Krishnamachari Rahul Jain 136 261 0 22 Nov 2010
Multi-Armed Bandits in Metric Spaces Robert D. Kleinberg Aleksandrs Slivkins E. Upfal 277 468 0 29 Sep 2008