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Hongyi Guo — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Hongyi Guo
7
papers ·
41
citations ·
12
h-index
Chongqing Normal University · Shanghai Ocean University · South China University of Technology
Google Scholar ↗
Semantic Scholar ↗
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Most-cited papers
Policy Learning Using Weak Supervision
2020 · 6 citations
Behavior Contrastive Learning for Unsupervised Skill Discovery
2023 · 3 citations
Diverse Randomized Value Functions: A Provably Pessimistic Approach for Offline Reinforcement Learning
2024 · 2 citations
UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning
2025
Improving Reinforcement Learning from Human Feedback Using Contrastive Rewards
2024
Top co-authors
Chenjia Bai
· 2
Aoyan Li
· 1
Baoquan Zhong
· 1
Bin Zhao
· 1
Bo Li
· 1
Bo Zhou
· 1
Changhong Wang
· 1
Chaolin Jin
· 1
Chen Dun
· 1
Chengquan Jiang
· 1
Chen Li
· 1
Chenxin Li
· 1
Topics
Exploration
Multi-Agent
Value-Based
Policy Gradient
Offline RL
Model-Based RL
Game AI
Meta-RL
RLHF & Alignment