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Xuan Liu — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Xuan Liu
22
papers ·
143
citations ·
9
h-index
Capital University · Capital Medical University
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Compositional planning in Markov decision processes: Temporal abstraction meets generalized logic composition
2018 · 1 citations
Cautiously-Optimistic Knowledge Sharing for Cooperative Multi-Agent Reinforcement Learning
2023 · 1 citations
When LLM Reward Design Fails: Diagnostic-Driven Refinement for Sparse Structured RL
2026
Top co-authors
Bowen Liu
· 1
Hao Wang
· 1
Jie Fu
· 1
Kenli Li
· 1
Shigeng Zhang
· 1
Yang Xu
· 1
Yanwen Ba
· 1
Topics
Multi-Agent
cs.LG
cs.AI
cs.IR
Model-Based RL
Policy Gradient
Exploration
Safe RL