A novel action decision method of deep reinforcement learning based on a neural network and confidence bound

Author:

Zhang Wenhao,Song Yaqing,Liu Xiangpeng,Shangguan Qianqian,An Kang

Funder

National Natural Science Foundation of China

Natural Science Foundation of Shanghai

Pudong New Area Science & Technology Development Fund

Publisher

Springer Science and Business Media LLC

Subject

Artificial Intelligence

Reference37 articles.

1. Sutton RS, Barto AG (2018) Reinforcement learning: an introduction. MIT Press, Cambridge

2. Stapelberg B, Malan KM (2020) A survey of benchmarking frameworks for reinforcement learning. South Afr Comput J 32(2):258–292

3. Hornik K, Stinchcombe M, White H (1989) Multilayer feedforward networks are universal approximators. Neural Netw 2(5):359–366

4. Upadhyay SK, Kumar A (2021) A novel approach for rice plant diseases classification with deep convolutional neural network. Int J Inform Technol 14(1):185–199

5. Mnih V, Kavukcuoglu K, Silver D et al (2015) Human-level control through deep reinforcement learning. Nature 518(7540):529–533

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