Author

Han Shen

Ph.D. student, Rensselaer Polytechnic Institute - Cited by 74 - Reinforcement Learning - Machine Learning - Optimization

Biography

Working at Associate Professor, Tourism Department, Fudan University, Place of living is  China. Subjects of Specialization are Interior design; Interpretive; Nature interpretation centre; Physical setting; Taman Wetland
Title
Cited by
Year
Adaptive temporal difference learning with linear function approximation
T Sun, H Shen, T Chen, D LiIEEE Transactions on Pattern Analysis and Machine Intelligence 44 (12), 8812 …, 2021202
23
2021
Byzantine-resilient decentralized policy evaluation with linear function approximation
Z Wu, H Shen, T Chen, Q LingIEEE Transactions on Signal Processing 69, 3839-3853, 2021202
16
2021
Asynchronous advantage actor critic: Non-asymptotic analysis and linear speedup
H Shen, K Zhang, M Hong, T ChenarXiv preprint arXiv:2012.511, 2020202
15
2020
Alternating projected sgd for equality-constrained bilevel optimization
Q Xiao, H Shen, W Yin, T ChenInternational Conference on Artificial Intelligence and Statistics, 987-1023, 2023202
6
2023
A single-timescale analysis for stochastic approximation with multiple coupled sequences
H Shen, T ChenAdvances in Neural Information Processing Systems 35, 17415-17429, 2022202
6
2022
On penalty-based bilevel gradient descent method
H Shen, T ChenarXiv preprint arXiv:2302.05185, 2023202
4
2023
Towards Understanding Asynchronous Advantage Actor-critic: Convergence and Linear Speedup
H Shen, K Zhang, M Hong, T ChenIEEE Transactions on Signal Processing, 030
2
2023
Mitigating gradient bias in multi-objective learning: A provably convergent approach
HD Fernando, H Shen, M Liu, S Chaudhury, K Murugesan, T ChenThe Eleventh International Conference on Learning Representations, 0
2
2022

Referred From: https://scholar.google.com/citations?user=UeWSr6oAAAAJ&hl=en

Cited by
Citations 74
h-index 5
i10-index 3
Recommended Journals
Open Access Journals