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Simin Ma — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Simin Ma
11
papers ·
21
citations ·
16
h-index
Georgia Institute of Technology · South China Normal University · Quality and Reliability (Greece) · Inspection Technologies (United Kingdom)
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Most-cited papers
Deep Attention Q-Network for Personalized Treatment Recommendation
2023 · 16 citations
Aligning Multilingual Reasoning with Verifiable Semantics from a High-Resource Expert Model
2025 · 2 citations
CM2: Reinforcement Learning with Checklist Rewards for Multi-Turn and Multi-Step Agentic Tool Use
2026
Top co-authors
Haoyun Deng
· 2
Kaiqiang Song
· 2
Sathish Reddy Indurthi
· 2
Shujian Liu
· 2
Song Wang
· 2
Chenyang Zhao
· 1
Henry Peng Zou
· 1
Weixiang Yan
· 1
Xiaoyang Wang
· 1
Xin Eric Wang
· 1
Xun Wang
· 1
Yebowen Hu
· 1
Topics
cs.AI
cs.CL
Value-Based
Safe RL