conftrace_

offline policy optimization

9 papers

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Also known as

OPO

Co-occurring keywords · papers mentioning both

contextual bandit (2) importance sampling (2) offline reinforcement learning (2) max-min optimization (1) offline policy evaluation (1) confounded mdp (1) constrained mdp (1) nuisance parameter (1) neyman orthogonality (1) oracle rate (1)

Papers

Importance-Weighted Offline Learning Done Right ALT 2024 Offline Policy Evaluation and Optimization Under Confounding AISTATS 2024 Oracle-Efficient Pessimism: Offline Policy Optimization In Contextual Bandits AISTATS 2024 Conservative Bayesian Model-Based Value Expansion for Offline Policy Optimization ICLR 2023 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