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stat.ML2026
Learning to Price Electricity for Optimal Demand Response
Jing Shang, Mohammad Mehrabi, Xinyang Zhou +3
There is considerable interest in using time-varying electricity prices to shape consumer demand response, and better align energy demand with renewable production. However, optima…
stat.ML2024
Off-Policy Evaluation in Markov Decision Processes under Weak Distributional Overlap
Mohammad Mehrabi, Stefan Wager
Doubly robust methods hold considerable promise for off-policy evaluation in Markov decision processes (MDPs) under sequential ignorability: They have been shown to converge as $1/…