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Yuan Cheng — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Yuan Cheng
26
papers ·
340
citations
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Provable Benefit of Multitask Representation Learning in Reinforcement Learning
2022 · 2 citations
PRPO: Aligning Process Reward with Outcome Reward in Policy Optimization
2026
Finding Kissing Numbers with Game-theoretic Reinforcement Learning
2025
Improved Sample Complexity for Reward-free Reinforcement Learning under Low-rank MDPs
2023
Provably Efficient Algorithm for Nonstationary Low-Rank MDPs
2023
Provable Benefits of Multi-task RL under Non-Markovian Decision Making Processes
2023
Sample Complexity Characterization for Linear Contextual MDPs
2024
Top co-authors
Yingbin Liang
· 5
Jing Yang
· 4
Chao Wang
· 1
Chengdong Ma
· 1
Chen Jiang
· 1
Hong Zhang
· 1
Jiahe Song
· 1
Minghao Liu
· 1
Pengyu Li
· 1
Ruiyi Ding
· 1
Xianhui Meng
· 1
Yaodong Yang
· 1
Topics
Model-Based RL
Exploration
Multi-Agent
Meta-RL
cs.LG
cs.AI
Game AI
Offline RL