A Tractable Online Learning Algorithm for the Multinomial Logit Contextual Bandit

28 November 2020

Papers citing "A Tractable Online Learning Algorithm for the Multinomial Logit Contextual Bandit"

15 / 15 papers shown

Title
A Unified Regularization Approach to High-Dimensional Generalized Tensor Bandits Jiannan Li Yiyang Yang Shaojie Tang Yao Wang 105 0 0 18 Jan 2025
Provably Efficient Reinforcement Learning with Multinomial Logit Function Approximation Long-Fei Li Yu Zhang Peng Zhao Zhi Zhou 142 5 0 17 Jan 2025
Multinomial Logit Contextual Bandits: Provable Optimality and Practicality Min Hwan Oh G. Iyengar 19 22 0 25 Mar 2021
UCB-based Algorithms for Multinomial Logistic Regression Bandits Sanae Amani Christos Thrampoulidis 46 10 0 21 Mar 2021
Instance-Wise Minimax-Optimal Algorithms for Logistic Bandits Marc Abeille Louis Faury Clément Calauzènes 103 37 0 23 Oct 2020
Filtered Poisson Process Bandit on a Continuum James A. Grant R. Szechtman 17 7 0 20 Jul 2020
Improved Optimistic Algorithms for Logistic Bandits Louis Faury Marc Abeille Clément Calauzènes Olivier Fercoq 50 92 0 18 Feb 2020
Dynamic Assortment Optimization with Changing Contextual Information Xi Chen Yining Wang Yuanshuo Zhou 23 50 0 31 Oct 2018
Multinomial Logit Bandit with Linear Utility Functions Mingdong Ou Nan Li Shenghuo Zhu Rong Jin 11 17 0 08 May 2018
MNL-Bandit: A Dynamic Learning Approach to Assortment Selection Shipra Agrawal Vashist Avadhanula Vineet Goyal A. Zeevi 85 155 0 13 Jun 2017
Thompson Sampling for the MNL-Bandit Shipra Agrawal Vashist Avadhanula Vineet Goyal A. Zeevi 114 97 0 03 Jun 2017
On the Properties of the Softmax Function with Application in Game Theory and Reinforcement Learning Bolin Gao Lacra Pavel FAtt 31 304 0 03 Apr 2017
Provably Optimal Algorithms for Generalized Linear Contextual Bandits Lihong Li Yu Lu Dengyong Zhou 66 94 0 28 Feb 2017
Self-concordant analysis for logistic regression Francis R. Bach 139 208 0 24 Oct 2009
Linearly Parameterized Bandits Paat Rusmevichientong J. Tsitsiklis 169 558 0 18 Dec 2008