Foundations of Reinforcement Learning and Interactive Decision Making

27 December 2023

Papers citing "Foundations of Reinforcement Learning and Interactive Decision Making"

8 / 8 papers shown

Title
Minimax Optimal Reinforcement Learning with Quasi-Optimism Harin Lee Min-hwan Oh OffRL 105 1 0 02 Mar 2025
Towards a Sharp Analysis of Offline Policy Learning for $f$ -Divergence-Regularized Contextual Bandits Qingyue Zhao Kaixuan Ji Heyang Zhao Tong Zhang Q. Gu OffRL 113 0 0 09 Feb 2025
Hybrid Preference Optimization for Alignment: Provably Faster Convergence Rates by Combining Offline Preferences with Online Exploration Avinandan Bose Zhihan Xiong Aadirupa Saha S. Du Maryam Fazel 123 1 0 13 Dec 2024
Enhancing Quantum Memory Lifetime with Measurement-Free Local Error Correction and Reinforcement Learning Mincheol Park N. Maskara Marcin Kalinowski Mikhail D. Lukin 53 1 0 18 Aug 2024
Exploratory Preference Optimization: Harnessing Implicit Q*-Approximation for Sample-Efficient RLHF Tengyang Xie Dylan J. Foster Akshay Krishnamurthy Corby Rosset Ahmed Hassan Awadallah Alexander Rakhlin 100 45 0 31 May 2024
Data-driven Error Estimation: Upper Bounding Multiple Errors without Class Complexity as Input Sanath Kumar Krishnamurthy Susan Athey Emma Brunskill Susan Athey 62 0 0 07 May 2024
Applied Causal Inference Powered by ML and AI Victor Chernozhukov Christian Hansen Nathan Kallus Martin Spindler Vasilis Syrgkanis CML 84 32 0 04 Mar 2024
Selective Uncertainty Propagation in Offline RL Sanath Kumar Krishnamurthy Shrey Modi Tanmay Gangwani S. Katariya Branislav Kveton A. Rangi OffRL 234 0 0 01 Feb 2023