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Pinyan Lu — most-cited papers & profile · Reinforcement Learning
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Pinyan Lu
8
papers ·
0
citations
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Most-cited papers
SHAPE: Stage-aware Hierarchical Advantage via Potential Estimation for LLM Reasoning
2026
Budget-Constrained Agentic Large Language Models: Intention-Based Planning for Costly Tool Use
2026
Combinatorial Multi-Armed Bandit with General Reward Functions
2016
An Algorithmic Framework for Approximating Maximin Share Allocation of Chores
2019
Strategyproof Mechanism for Two Heterogeneous Facilities with Constant Approximation Ratio
2019
Variance-Dependent Best Arm Identification
2021
Design and Characterization of Strategy-Proof Mechanisms for Two-Facility Game on a Line
2024
Top co-authors
Jialin Zhang
· 2
Changyuan Yu
· 1
Chao Tao
· 1
Chunhao Tian
· 1
Fu Li
· 1
Hanbing Liu
· 1
Hangkai Hu
· 1
Jian Li
· 1
Jingxian Tang
· 1
Minming Li
· 1
Nan An
· 1
Qi Qi
· 1
Topics
cs.LG
cs.AI
Uncategorized
cs.CL
Multi-Agent
Exploration
Value-Based
stat.ML
cs.GT