conftrace_

offline policy optimization

8 papers

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Also known as

OPO

Co-occurring keywords

contextual bandit (381) importance sampling (318) max-min optimization (5) offline policy evaluation (12) confounded mdp (1) constrained mdp (15) nuisance parameter (6) neyman orthogonality (4) oracle rate (5) cost constraint (12)

Papers

Importance-Weighted Offline Learning Done Right ALT 2024
Oracle-Efficient Pessimism: Offline Policy Optimization In Contextual Bandits AISTATS 2024
Offline Policy Evaluation and Optimization Under Confounding AISTATS 2024
Distributed Offline Policy Optimization Over Batch Data AISTATS 2023
Fast Offline Policy Optimization for Large Scale Recommendation AAAI 2023
Constrained Offline Policy Optimization ICML 2022
Offline policy optimization with eligible actions UAI 2022
Statistical Learning with a Nuisance Component (Extended Abstract) IJCAI 2020