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Zhiyong Wang — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Zhiyong Wang
42
papers ·
22
citations ·
36
h-index
Max Planck Institute of Microstructure Physics · Advanced Mask Technology Center (Germany) · Center for Advancing Electronics Dresden · Technische Universität Dresden
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Most-cited papers
Combinatorial Multivariant Multi-Armed Bandits with Applications to Episodic Reinforcement Learning and Beyond
2024 · 1 citations
Workflow-R1: Group Sub-sequence Policy Optimization for Multi-turn Workflow Construction
2026
Near-Constant Strong Violation and Last-Iterate Convergence for Online CMDPs via Decaying Safety Margins
2026
GARDO: Reinforcing Diffusion Models without Reward Hacking
2025
Towards More Efficient, Robust, Instance-adaptive, and Generalizable Sequential Decision making
2025
Provable Zero-Shot Generalization in Offline Reinforcement Learning
2025
MINT: a Multi-modal Image and Narrative Text Dubbing Dataset for Foley Audio Content Planning and Generation
2024
Model-based RL as a Minimalist Approach to Horizon-Free and Second-Order Bounds
2024
Top co-authors
John C.S. Lui
· 3
Dongruo Zhou
· 2
Chen Yang
· 1
Hangyu Mao
· 1
Han Zhong
· 1
Haoran He
· 1
Hongming Guo
· 1
Jiajun Liang
· 1
Jianhua Tao
· 1
Jie Liu
· 1
Jinhang Zuo
· 1
Kaiyu Huang
· 1
Topics
Model-Based RL
Exploration
cs.AI
cs.LG
Value-Based
Offline RL
Policy Gradient
Multi-Agent
cs.CV
Safe RL