BISTRO: An Efficient Relaxation-Based Method for Contextual Bandits

6 February 2016

Papers citing "BISTRO: An Efficient Relaxation-Based Method for Contextual Bandits"

15 / 15 papers shown

Title
Random Latent Exploration for Deep Reinforcement Learning Srinath Mahankali Zhang-Wei Hong Ayush Sekhari Alexander Rakhlin Pulkit Agrawal 33 3 0 18 Jul 2024
LC-Tsallis-INF: Generalized Best-of-Both-Worlds Linear Contextual Bandits Masahiro Kato Shinji Ito 36 0 0 05 Mar 2024
Agnostic Interactive Imitation Learning: New Theory and Practical Algorithms Yichen Li Chicheng Zhang OffRL 40 0 0 28 Dec 2023
Best-of-Both-Worlds Linear Contextual Bandits Masahiro Kato Shinji Ito 53 0 0 27 Dec 2023
Contextual Bandits and Optimistically Universal Learning Moise Blanchard Steve Hanneke Patrick Jaillet OffRL 26 1 0 31 Dec 2022
Efficient and Optimal Algorithms for Contextual Dueling Bandits under Realizability Aadirupa Saha A. Krishnamurthy 39 35 0 24 Nov 2021
Boosting for Online Convex Optimization Elad Hazan Karan Singh OffRL 28 9 0 18 Feb 2021
Efficient Contextual Bandits with Continuous Actions Maryam Majzoubi Chicheng Zhang Rajan Chari A. Krishnamurthy John Langford Aleksandrs Slivkins OffRL 29 32 0 10 Jun 2020
Semiparametric Contextual Bandits A. Krishnamurthy Zhiwei Steven Wu Vasilis Syrgkanis 33 44 0 12 Mar 2018
Efficient Contextual Bandits in Non-stationary Worlds Haipeng Luo Chen-Yu Wei Alekh Agarwal John Langford 22 129 0 05 Aug 2017
Combinatorial Semi-Bandits with Knapsacks Karthik Abinav Sankararaman Aleksandrs Slivkins 33 48 0 23 May 2017
Policy Learning with Observational Data Susan Athey Stefan Wager CML OffRL 32 183 0 09 Feb 2017
Corralling a Band of Bandit Algorithms Alekh Agarwal Haipeng Luo Behnam Neyshabur Robert Schapire 30 154 0 19 Dec 2016
A Tutorial on Online Supervised Learning with Applications to Node Classification in Social Networks Alexander Rakhlin Karthik Sridharan 16 10 0 31 Aug 2016
Efficient Algorithms for Adversarial Contextual Learning Vasilis Syrgkanis A. Krishnamurthy Robert Schapire 24 77 0 08 Feb 2016