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Ruida Zhou — most-cited papers & profile · Reinforcement Learning

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Ruida Zhou

16 papers · 8 citations · 11 h-index

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Most-cited papers

Beyond Binary Preferences: A Principled Framework for Reward Modeling with Ordinal Feedback
2026
Direct Preference Optimization with Rating Information: Practical Algorithms and Provable Gains
2026
Directional-Clamp PPO
2025
On the optimal regret of collaborative personalized linear bandits
2025
Cost-Aware Optimal Pairwise Pure Exploration
2025
Regional Multi-Armed Bandits
2018
Cost-aware Cascading Bandits
2018
Online Learning with Diverse User Preferences
2019
Approximate Top-m Arm Identification with Heterogeneous Reward Variances
2022
Federated Linear Bandits with Finite Adversarial Actions
2023

Top co-authors

Cong Shen · 5 Chao Gan · 2 Chao Tian · 2 Luca Viano · 2 Mohammad Ghavamzadeh · 2 Shoham Sabach · 2 Amirhossein Afsharrad · 1 and Mohammad Ghavamzadeh · 1 Bruce Huang · 1 Chengshuai Shi · 1 Di Wu · 1 Gilad Karpel · 1

Topics

cs.LG cs.IT math.IT Exploration Value-Based stat.ML Multi-Agent cs.AI Offline RL