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cs.LG2023★ 2 cited
Off-Policy Evaluation for Human Feedback
Qitong Gao, Ge Gao, Juncheng Dong +3
Off-policy evaluation (OPE) is important for closing the gap between offline training and evaluation of reinforcement learning (RL), by estimating performance and/or rank of target…
cs.LG2022
Concentration Phenomenon for Random Dynamical Systems: An Operator Theoretic Approach
Muhammad Abdullah Naeem, Miroslav Pajic
Via operator theoretic methods, we formalize the concentration phenomenon for a given observable `' of a discrete time Markov chain with `' as invariant ergodic measure, po…