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Yunbo Wang — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Yunbo Wang
19
papers ·
76
citations ·
20
h-index
Central South University · Xidian University · University of California, Irvine · Beijing Institute of Big Data Research · Irvine University
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Most-cited papers
Iso-Dream: Isolating and Leveraging Noncontrollable Visual Dynamics in World Models
2022 · 6 citations
Model-Based Reinforcement Learning with Isolated Imaginations
2023 · 5 citations
OrbiSim: World Models as Differentiable Physics Engines for Embodied Intelligence
2026
Goal-Driven Reward by Video Diffusion Models for Reinforcement Learning
2025
Video-Enhanced Offline Reinforcement Learning: A Model-Based Approach
2025
Your Offline Policy is Not Trustworthy: Bilevel Reinforcement Learning for Sequential Portfolio Optimization
2025
Plasticine: Accelerating Research in Plasticity-Motivated Deep Reinforcement Learning
2025
Open-World Reinforcement Learning over Long Short-Term Imagination
2024
ReAugment: Model Zoo-Guided RL for Few-Shot Time Series Augmentation and Forecasting
2024
Continual Visual Reinforcement Learning with A Life-Long World Model
2023
Making Offline RL Online: Collaborative World Models for Offline Visual Reinforcement Learning
2023
Model-Based Reinforcement Learning with Multi-Task Offline Pretraining
2023
Top co-authors
Xiaokang Yang
· 12
Minting Pan
· 6
Qi Wang
· 5
Wenjun Zeng
· 4
Xin Jin
· 4
Jiajian Li
· 3
Xiangming Zhu
· 3
Haochen Yuan
· 2
Mingqi Yuan
· 2
Siyu Gao
· 2
Yitao Zheng
· 2
Bo Li
· 1
Topics
Model-Based RL
Exploration
Meta-RL
Offline RL
Value-Based
cs.LG
Safe RL
cs.RO
Game AI