Optimal Baseline Corrections for Off-Policy Contextual Bandits

Optimal Baseline Corrections for Off-Policy Contextual Bandits

9 May 2024

Harrie Oosterhuis

Maarten de Rijke

Papers citing "Optimal Baseline Corrections for Off-Policy Contextual Bandits"

8 / 8 papers shown

Title
Counterfactual Inference under Thompson Sampling Olivier Jeunen OffRL LRM 37 0 0 03 Apr 2025
A Simple and Effective Reinforcement Learning Method for Text-to-Image Diffusion Fine-tuning Shashank Gupta Chaitanya Ahuja Tsung-Yu Lin Sreya Dutta Roy Harrie Oosterhuis Maarten de Rijke Satya Narayan Shukla 46 1 0 02 Mar 2025
Proximal Ranking Policy Optimization for Practical Safety in Counterfactual Learning to Rank Shashank Gupta Harrie Oosterhuis Maarten de Rijke OffRL 32 0 0 15 Sep 2024
A Simpler Alternative to Variational Regularized Counterfactual Risk Minimization Hua Chang Bakker Shashank Gupta Harrie Oosterhuis OffRL 28 0 0 15 Sep 2024
Practical and Robust Safety Guarantees for Advanced Counterfactual Learning to Rank Shashank Gupta Harrie Oosterhuis Maarten de Rijke 43 6 0 29 Jul 2024
Multi-Objective Recommendation via Multivariate Policy Learning Olivier Jeunen Jatin Mandav Ivan Potapov Nakul Agarwal Sourabh Vaid Wenzhe Shi Aleksei Ustimenko OffRL 21 3 0 03 May 2024
Safe Deployment for Counterfactual Learning to Rank with Exposure-Based Risk Minimization Shashank Gupta Harrie Oosterhuis Maarten de Rijke 32 14 0 26 Apr 2023
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Sergey Levine Aviral Kumar George Tucker Justin Fu OffRL GP 340 1,960 0 04 May 2020