Tianheng Song

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 10

Top Topics

Policy Gradient

Gradient Estimation

Temporal Difference

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

IEEE Trans. Syst. Man Cybern. Syst.

Publications

Yi Liang, Zan Sun, Tianheng Song, Qiang Chou, Wei Fan, Jianping Fan, Yong Rui, Qiping Zhou, Jessie Bai, Chun Yang, Peng Bai
Lenovo Schedules Laptop Manufacturing Using Deep Reinforcement Learning. INFORMS J. Appl. Anal. 52 (1) (2022)
Tianheng Song, Dazi Li, Xin Xu
Online Sparse Temporal Difference Learning Based on Nested Optimization and Regularized Dual Averaging. IEEE Trans. Syst. Man Cybern. Syst. 52 (4) (2022)
Tianheng Song, Dazi Li, Weimin Yang, Kotaro Hirasawa
Recursive Least-Squares Temporal Difference With Gradient Correction. IEEE Trans. Cybern. 51 (8) (2021)
Luntong Li, Dazi Li, Tianheng Song, Xin Xu
Actor-Critic Learning Control With Regularization and Feature Selection in Policy Gradient Estimation. IEEE Trans. Neural Networks Learn. Syst. 32 (3) (2021)
Tianheng Song, Dazi Li, Qibing Jin, Kotaro Hirasawa
Sparse Proximal Reinforcement Learning via Nested Optimization. IEEE Trans. Syst. Man Cybern. Syst. 50 (11) (2020)
Tianheng Song, Dazi Li, Zhiyin Liu, Weimin Yang
Online ADMM-Based Extreme Learning Machine for Sparse Supervised Learning. IEEE Access 7 (2019)
Dazi Li, Yuting Wang, Tianheng Song, Qibing Jin
An Adaptive Policy Evaluation Network Based on Recursive Least Squares Temporal Difference With Gradient Correction. IEEE Access 6 (2018)
Luntong Li, Dazi Li, Tianheng Song, Xin Xu
-Regularized Temporal-Difference Prediction With Gradient Correction. IEEE Trans. Neural Networks Learn. Syst. 29 (12) (2018)
Luntong Li, Dazi Li, Tianheng Song
Sustainable ℓ2-regularized actor-critic based on recursive least-squares temporal difference learning. SMC (2017)
Tianheng Song, Dazi Li, Liulin Cao, Kotaro Hirasawa
Kernel-Based Least Squares Temporal Difference With Gradient Correction. IEEE Trans. Neural Networks Learn. Syst. 27 (4) (2016)