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Xiaoteng Ma — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Xiaoteng Ma
10
papers ·
75
citations ·
16
h-index
Capital University · Henan University · Capital Medical University · National Clinical Research Center for Digestive Diseases · Beijing Anzhen Hospital · Beijing Chaoyang Emergency Medical Center
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Most-cited papers
DSAC: Distributional Soft Actor-Critic for Risk-Sensitive Reinforcement Learning
2020 · 30 citations
Mildly Conservative Q-Learning for Offline Reinforcement Learning
2022 · 27 citations
RORL: Robust Offline Reinforcement Learning via Conservative Smoothing
2022 · 10 citations
Uncertainty-driven Trajectory Truncation for Data Augmentation in Offline Reinforcement Learning
2023 · 3 citations
Optimistic Curiosity Exploration and Conservative Exploitation with Linear Reward Shaping
2022 · 2 citations
A unified algorithm framework for mean-variance optimization in discounted Markov decision processes
2022 · 1 citations
Distributionally Robust Offline Reinforcement Learning with Linear Function Approximation
2022 · 1 citations
Single-Trajectory Distributionally Robust Reinforcement Learning
2023 · 1 citations
Episodic Novelty Through Temporal Distance
2025
Efficient Continuous Control with Double Actors and Regularized Critics
2021
Top co-authors
Jiafei Lyu
· 3
Xiu Li
· 3
Chongjie Zhang
· 2
Jiangpeng Yan
· 2
Jiheng Zhang
· 2
Jose Blanchet
· 2
Jun Yang
· 2
Lei Han
· 2
Li Xia
· 2
Qianchuan Zhao
· 2
Rui Yang
· 2
Zhengyuan Zhou
· 2
Topics
Value-Based
Safe RL
Offline RL
Exploration
Model-Based RL
Policy Gradient