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Zhihan Liu — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Zhihan Liu
17
papers ·
100
citations ·
8
h-index
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
Guarded Policy Optimization with Imperfect Online Demonstrations
2023 · 4 citations
Paying Less Generalization Tax: A Cross-Domain Generalization Study of RL Training for LLM Agents
2026
Agent Learning via Early Experience
2025
Maximize to Explore: One Objective Function Fusing Estimation, Planning, and Exploration
2023
Sample-Efficient Multi-Agent RL: An Optimization Perspective
2023
How Can LLM Guide RL? A Value-Based Approach
2024
Self-Exploring Language Models: Active Preference Elicitation for Online Alignment
2024
Just Say What You Want: Only-prompting Self-rewarding Online Preference Optimization
2024
Top co-authors
Zhaoran Wang
· 6
Shenao Zhang
· 3
Han Zhong
· 2
Kai Zhang
· 2
Zhuoran Yang
· 2
Ashish Shah
· 1
Asli Celikyilmaz
· 1
Bolei Zhou
· 1
Bo Liu
· 1
Boyu Gou
· 1
Dat Huynh
· 1
Donghan Yu
· 1
Topics
Model-Based RL
Exploration
RLHF & Alignment
cs.AI
cs.LG
Value-Based
Game AI
cs.CL
cs.IR
Safe RL