Zhenyu Tao

PhD student, Southeast University

1 paper at NeurIPS 2025

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Poster Session 2

Wednesday, December 3, 2025 · 4:30 PM → 7:30 PM

A Generalized Bisimulation Metric of State Similarity between Markov Decision Processes: From Theoretical Propositions to Applications

#410 · Zhenyu Tao, Wei Xu, Xiaohu You

Established a generalized BSM of state similarity between MDPs, backed by rigorously proved properties, which is applied to derive improved theoretical guarantees for policy transfer, state aggregation, and sampling-based estimation in MDPs.