PID controller‐based adaptive gradient optimizer for deep neural networks

Author:

Dai Mingjun1ORCID,Zhang Zelong1,Lai Xiong1,Lin Xiaohui1,Wang Hui2

Affiliation:

1. Guangdong Provincial Engineering Center for Ubiquitous Computing and Intelligent Networking Department of Communication, College of Electronic and Information Engineering Shenzhen University Shenzhen 518060 China

2. Department of CommunicationShenzhen Institute of Information Technology Shenzhen China

Funder

National Natural Science Foundation of China

Publisher

Institution of Engineering and Technology (IET)

Subject

Electrical and Electronic Engineering,Control and Optimization,Computer Science Applications,Human-Computer Interaction,Control and Systems Engineering

Reference32 articles.

1. Learning to Optimize: Reference Vector Reinforcement Learning Adaption to Constrained Many-Objective Optimization of Industrial Copper Burdening System

2. Deep Reinforcement Learning

3. TCDA: truthful combinatorial double auctions for mobile edge computing in industrial Internet of Things;Ma L.;IEEE Trans. Mob. Comput,2021

4. Deep learning

5. Dauphin Y.N. Pascanu R. et al.:Identifying and attacking the saddle point problem in high‐dimensional non‐convex optimization. In:Proceedings of the 27th International Conference on Neural Information Processing Systems pp.2933–2941.ACM Press New York(2014)

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