Introduction to Multi-Armed Bandits

15 April 2019

Papers citing "Introduction to Multi-Armed Bandits"

14 / 164 papers shown

Title
Bypassing the Monster: A Faster and Simpler Optimal Algorithm for Contextual Bandits under Realizability D. Simchi-Levi Yunzong Xu OffRL 47 107 0 28 Mar 2020
Online Residential Demand Response via Contextual Multi-Armed Bandits Xin Chen Yutong Nie Na Li 11 30 0 07 Mar 2020
Effective Diversity in Population Based Reinforcement Learning Jack Parker-Holder Aldo Pacchiano K. Choromanski Stephen J. Roberts 22 158 0 03 Feb 2020
Learning Strategy-Aware Linear Classifiers Yiling Chen Yang Liu Chara Podimata 19 9 0 10 Nov 2019
Regret Bounds for Batched Bandits Hossein Esfandiari Amin Karbasi Abbas Mehrabian Vahab Mirrokni 33 61 0 11 Oct 2019
Exploration by Optimisation in Partial Monitoring Tor Lattimore Csaba Szepesvári 33 38 0 12 Jul 2019
Phase Transitions in Bandits with Switching Constraints D. Simchi-Levi Yunzong Xu 11 9 0 26 May 2019
Contextual Bandits with Continuous Actions: Smoothing, Zooming, and Adapting A. Krishnamurthy John Langford Aleksandrs Slivkins Chicheng Zhang OffRL 26 66 0 05 Feb 2019
Inventory Balancing with Online Learning Wang Chi Cheung Will Ma D. Simchi-Levi Xinshang Wang 16 16 0 11 Oct 2018
Multiplayer bandits without observing collision information Gabor Lugosi Abbas Mehrabian 8 34 0 25 Aug 2018
Stochastic bandits robust to adversarial corruptions Thodoris Lykouris Vahab Mirrokni R. Leme AAML 19 202 0 25 Mar 2018
Kernel-based methods for bandit convex optimization Sébastien Bubeck Ronen Eldan Y. Lee 84 164 0 11 Jul 2016
Matroid Bandits: Fast Combinatorial Optimization with Learning Branislav Kveton Zheng Wen Azin Ashkan Hoda Eydgahi Brian Eriksson 46 119 0 20 Mar 2014
Resourceful Contextual Bandits Ashwinkumar Badanidiyuru John Langford Aleksandrs Slivkins 40 117 0 27 Feb 2014