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Yilie Huang — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Yilie Huang
5
papers ·
4
citations ·
2
h-index
Columbia University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Mean--Variance Portfolio Selection by Continuous-Time Reinforcement Learning: Algorithms, Regret Analysis, and Empirical Study
2024 · 3 citations
Continuous-Time Reinforcement Learning for Asset-Liability Management
2025 · 1 citations
ART for Diffusion Sampling: A Reinforcement Learning Approach to Timestep Schedule
2026
Data-Driven Exploration for a Class of Continuous-Time Indefinite Linear--Quadratic Reinforcement Learning Problems
2025
Sublinear Regret for a Class of Continuous-Time Linear-Quadratic Reinforcement Learning Problems
2024
Top co-authors
Xun Yu Zhou
· 2
Yanwei Jia
· 2
Wenpin Tang
· 1
Xunyu Zhou
· 1
Xun Zhou
· 1
Topics
Model-Based RL
cs.LG
cs.AI
math.OC
Exploration
q-fin.MF
cs.SY
eess.SY
Value-Based