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Yanwei Jia — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Yanwei Jia
7
papers ·
20
citations ·
7
h-index
Chinese University of Hong Kong
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Policy Gradient and Actor-Critic Learning in Continuous Time and Space: Theory and Algorithms
2021 · 17 citations
Mean--Variance Portfolio Selection by Continuous-Time Reinforcement Learning: Algorithms, Regret Analysis, and Empirical Study
2024 · 3 citations
Policy Evaluation and Temporal-Difference Learning in Continuous Time and Space: A Martingale Approach
2021
q-Learning in Continuous Time
2022
Data-Driven Merton's Strategies via Policy Randomization
2023
Continuous-time Risk-sensitive Reinforcement Learning via Quadratic Variation Penalty
2024
Sublinear Regret for a Class of Continuous-Time Linear-Quadratic Reinforcement Learning Problems
2024
Top co-authors
Xun Yu Zhou
· 3
Xun Yu Zhou
· 2
Yilie Huang
· 2
and Xun Yu Zhou
· 1
Min Dai
· 1
Yuchao Dong
· 1
Topics
Model-Based RL
Policy Gradient
Value-Based
Offline RL
Exploration