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most citedDeep Generative Models for Offline Policy Learning: Tutorial, Survey, and Perspectives on Future Directions

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cs.LG2023★ 1 cited

Quantum Speedups in Regret Analysis of Infinite Horizon Average-Reward Markov Decision Processes

Bhargav Ganguly, Yang Xu, Vaneet Aggarwal

This paper investigates the potential of quantum acceleration in addressing infinite horizon Markov Decision Processes (MDPs) to enhance average reward outcomes. We introduce an in…