141 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Harbin Institute of TechnologyCN32 papers
- Centre National de la Recherche ScientifiqueFR4 papers
- University of LjubljanaSI3 papers
- Dalian University of TechnologyCN2 papers
- Heilongjiang UniversityCN2 papers
- Institut de Recherche Mathématique AvancéeFR2 papers
- Jiaxing UniversityCN2 papers
- National Tsing Hua UniversityTW2 papers
- Université de StrasbourgFR2 papers
- Yanbian UniversityCN2 papers
- American Institute of Aeronautics and AstronauticsUS1 paper
- Anhui Science and Technology UniversityCN1 paper
4 papers · 1 filter
Curriculum reinforcement learning with measurable task representation learning
Yongyan Wen, Siyuan Li, Mingjian Fu +3
In curriculum reinforcement learning (CRL), an agent incrementally accumulates knowledge over a sequence of tasks (i.e., a curriculum), and the learning process is aimed at using t…
ArcGen: Generalizing Neural Backdoor Detection Across Diverse Architectures
Zhonghao Yang, Cheng Luo, Daojing He +2
Backdoor attacks pose a significant threat to the security and reliability of deep learning models. To mitigate such attacks, one promising approach is to learn to extract features…
An Intelligent End-to-End Neural Architecture Search Framework for Electricity Forecasting Model Development
Jin Yang, Guangxin Jiang, Yinan Wang +1
Recent years have witnessed exponential growth in developing deep learning (DL) models for time-series electricity forecasting in power systems. However, most of the proposed model…
Sample-Efficient Policy Learning based on Completely Behavior Cloning
Qiming Zou, Ling Wang, Ke Lu +1
Direct policy search is one of the most important algorithm of reinforcement learning. However, learning from scratch needs a large amount of experience data and can be easily pron…