Neural Contextual Bandits with Deep Representation and Shallow
Exploration

Neural Contextual Bandits with Deep Representation and Shallow Exploration

3 December 2020

Quanquan Gu

Papers citing "Neural Contextual Bandits with Deep Representation and Shallow Exploration"

12 / 12 papers shown

Title
Neural Logistic Bandits Seoungbin Bae Dabeen Lee 65 0 0 04 May 2025
Variance-Aware Linear UCB with Deep Representation for Neural Contextual Bandits H. Bui Enrique Mallada Anqi Liu 64 0 0 08 Nov 2024
Graph Neural Thompson Sampling Shuang Wu Arash A. Amini 33 0 0 15 Jun 2024
Towards Domain Adaptive Neural Contextual Bandits Ziyan Wang Hao Wang Hao Wang 45 0 0 13 Jun 2024
Active Preference Learning for Ordering Items In- and Out-of-sample Herman Bergström Emil Carlsson Devdatt Dubhashi Fredrik D. Johansson 25 0 0 05 May 2024
VITS : Variational Inference Thompson Sampling for contextual bandits Pierre Clavier Tom Huix Alain Durmus 18 3 0 19 Jul 2023
Neural Exploitation and Exploration of Contextual Bandits Yikun Ban Yuchen Yan A. Banerjee Jingrui He 20 8 0 05 May 2023
Scalable Representation Learning in Linear Contextual Bandits with Constant Regret Guarantees Andrea Tirinzoni Matteo Papini Ahmed Touati A. Lazaric Matteo Pirotta 21 4 0 24 Oct 2022
Hierarchical Conversational Preference Elicitation with Bandit Feedback Jinhang Zuo Songwen Hu Tong Yu Shuai Li Handong Zhao Carlee Joe-Wong 32 10 0 06 Sep 2022
EE-Net: Exploitation-Exploration Neural Networks in Contextual Bandits Yikun Ban Yuchen Yan A. Banerjee Jingrui He OffRL 19 39 0 07 Oct 2021
Deep Exploration for Recommendation Systems Zheqing Zhu Benjamin Van Roy 11 11 0 26 Sep 2021
Online Limited Memory Neural-Linear Bandits with Likelihood Matching Ofir Nabati Tom Zahavy Shie Mannor 19 18 0 07 Feb 2021