Off-Policy Evaluation for Large Action Spaces via Embeddings

13 February 2022

Papers citing "Off-Policy Evaluation for Large Action Spaces via Embeddings"

13 / 13 papers shown

Title
Doubly Robust Fusion of Many Treatments for Policy Learning Ke Zhu Jianing Chu I. Lipkovich Wenyu Ye Shu Yang 34 0 0 12 May 2025
DOLCE: Decomposing Off-Policy Evaluation/Learning into Lagged and Current Effects Shu Tamano Masanori Nojima OffRL 37 0 0 02 May 2025
Prompt Optimization with Logged Bandit Data Haruka Kiyohara Daniel Yiming Cao Yuta Saito Thorsten Joachims 64 0 0 03 Apr 2025
Cross-Validated Off-Policy Evaluation Matej Cief B. Kveton Michal Kompan OffRL 25 1 0 24 May 2024
Reduced-Rank Multi-objective Policy Learning and Optimization Ezinne Nwankwo Michael I. Jordan Angela Zhou OffRL CML 22 0 0 29 Apr 2024
Hyperparameter Optimization Can Even be Harmful in Off-Policy Learning and How to Deal with It Yuta Saito Masahiro Nomura OffRL 47 2 0 23 Apr 2024
Bayesian Off-Policy Evaluation and Learning for Large Action Spaces Imad Aouali Victor-Emmanuel Brunel David Rohde Anna Korba OffRL 36 5 0 22 Feb 2024
Off-Policy Evaluation of Slate Bandit Policies via Optimizing Abstraction Haruka Kiyohara Masahiro Nomura Yuta Saito 25 5 0 03 Feb 2024
Recent Advances in the Foundations and Applications of Unbiased Learning to Rank Shashank Gupta Philipp Hager Jin Huang Ali Vardasbi Harrie Oosterhuis OffRL 35 5 0 04 May 2023
Leveraging Factored Action Spaces for Efficient Offline Reinforcement Learning in Healthcare Shengpu Tang Maggie Makar Michael Sjoding Finale Doshi-Velez Jenna Wiens OffRL 55 39 0 02 May 2023
Off-Policy Evaluation in Embedded Spaces Jaron J. R. Lee David Arbour Georgios Theocharous OffRL 22 3 0 05 Mar 2022
Counterfactual Evaluation of Slate Recommendations with Sequential Reward Interactions James McInerney B. Brost Praveen Chandar Rishabh Mehrotra Ben Carterette BDL CML OffRL 118 55 0 25 Jul 2020
Double Reinforcement Learning for Efficient Off-Policy Evaluation in Markov Decision Processes Nathan Kallus Masatoshi Uehara OffRL 38 181 0 22 Aug 2019