High-Confidence Off-Policy (or Counterfactual) Variance Estimation

25 January 2021

Papers citing "High-Confidence Off-Policy (or Counterfactual) Variance Estimation"

7 / 7 papers shown

Title
Optimal Policy Learning with Observational Data in Multi-Action Scenarios: Estimation, Risk Preference, and Potential Failures Giovanni Cerulli OffRL 81 0 0 29 Mar 2024
Near-Minimax-Optimal Distributional Reinforcement Learning with a Generative Model Mark Rowland Wenliang Kevin Li Rémi Munos Clare Lyle Yunhao Tang Will Dabney OOD OffRL 44 1 0 12 Feb 2024
Off-Policy Risk Assessment in Markov Decision Processes Audrey Huang Liu Leqi Zachary Chase Lipton Kamyar Azizzadenesheli OffRL 140 8 0 21 Sep 2022
On the Reuse Bias in Off-Policy Reinforcement Learning Chengyang Ying Zhongkai Hao Xinning Zhou Hang Su Dong Yan Jun Zhu OffRL 74 3 0 15 Sep 2022
Supervised Learning with General Risk Functionals Liu Leqi Audrey Huang Zachary Chase Lipton Kamyar Azizzadenesheli 57 5 0 27 Jun 2022
Universal Off-Policy Evaluation Yash Chandak S. Niekum Bruno C. da Silva Erik Learned-Miller Emma Brunskill Philip S. Thomas OffRL ELM 106 53 0 26 Apr 2021
Off-Policy Risk Assessment in Contextual Bandits Audrey Huang Liu Leqi Zachary Chase Lipton Kamyar Azizzadenesheli OffRL 91 37 0 18 Apr 2021