Awesome Reinforcement Learning
📄
Papers
🧭
Topics
🔥
Trending
🗺️
Map
🏆
Leaderboards
🎓
Learn
🤖
Ask AI
⋯
More
👥
Authors
📚
Reading Packs
📊
Datasets
🛠️
Tools
📰
News
📝
Blogs
✉️
Newsletter
🎯
Research Radar
🔖
Saved
+ Add Paper
☾
☀
← authors
·
overview
Loading author…
🤖
Ask AI
Xiaoteng Ma — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Xiaoteng Ma
26
papers ·
137
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
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
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
Believe What You See: Implicit Constraint Approach for Offline Multi-Agent Reinforcement Learning
2021 · 18 citations
Offline Reinforcement Learning with Value-based Episodic Memory
2021 · 10 citations
RORL: Robust Offline Reinforcement Learning via Conservative Smoothing
2022 · 10 citations
Modeling the Interaction between Agents in Cooperative Multi-Agent Reinforcement Learning
2021 · 9 citations
Mean-Semivariance Policy Optimization via Risk-Averse Reinforcement Learning
2022 · 5 citations
Uncertainty-driven Trajectory Truncation for Data Augmentation in Offline Reinforcement Learning
2023 · 3 citations
Cross-Domain Policy Adaptation via Value-Guided Data Filtering
2023 · 3 citations
Average-Reward Reinforcement Learning with Trust Region Methods
2021 · 2 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
SEABO: A Simple Search-Based Method for Offline Imitation Learning
2024 · 1 citations
Top co-authors
Jun Yang
· 8
Bin Liang
· 4
Chongjie Zhang
· 4
Jiafei Lyu
· 4
Qihan Liu
· 4
Xiu Li
· 4
Chenghao Li
· 3
Chenjia Bai
· 2
Gao Huang
· 2
Hao Hu
· 2
Jose Blanchet
· 2
Lei Han
· 2
Topics
Value-Based
Offline RL
Safe RL
Exploration
Model-Based RL
Multi-Agent
Policy Gradient
Game AI
cs.LG
cs.AI