Diffusion Models Meet Contextual Bandits with Large Action Spaces

15 February 2024

Papers citing "Diffusion Models Meet Contextual Bandits with Large Action Spaces"

6 / 6 papers shown

Title
Online Posterior Sampling with a Diffusion Prior B. Kveton Boris Oreshkin Youngsuk Park Aniket Deshmukh Rui Song DiffM 30 0 0 04 Oct 2024
Unified PAC-Bayesian Study of Pessimism for Offline Policy Learning with Regularized Importance Sampling Imad Aouali Victor-Emmanuel Brunel David Rohde Anna Korba OffRL 28 1 0 05 Jun 2024
Bayesian Off-Policy Evaluation and Learning for Large Action Spaces Imad Aouali Victor-Emmanuel Brunel David Rohde Anna Korba OffRL 23 5 0 22 Feb 2024
Prior-Dependent Allocations for Bayesian Fixed-Budget Best-Arm Identification in Structured Bandits Nicolas Nguyen Imad Aouali András Gyorgy Claire Vernade 28 2 0 08 Feb 2024
Planning with Diffusion for Flexible Behavior Synthesis Michael Janner Yilun Du J. Tenenbaum Sergey Levine DiffM 202 622 0 20 May 2022
No Regrets for Learning the Prior in Bandits Soumya Basu B. Kveton Manzil Zaheer Csaba Szepesvári 41 33 0 13 Jul 2021