Visual Analysis of DDPG Models by Exploring the Space of Experience

Author:

Wang Yunzhe1ORCID,Wang Huixue1ORCID,Lu You1ORCID

Affiliation:

1. College of Electronic and Information Engineering, Suzhou University of Science and Technology, China

Funder

National Natural Science Foundation of China

Publisher

ACM

Reference25 articles.

1. Liu , Mengchen , "Towards better analysis of deep convolutional neural networks." IEEE transactions on visualization and computer graphics 23.1 ( 2016 ): 91-100 . Liu, Mengchen, "Towards better analysis of deep convolutional neural networks." IEEE transactions on visualization and computer graphics 23.1 (2016): 91-100.

2. Wang , Junpeng , " Ganviz : A visual analytics approach to understand the adversarial game . IEEE transactions on visualization and computer graphics, 24.6 ( 2018 ): 1905-1917. Wang, Junpeng, "Ganviz: A visual analytics approach to understand the adversarial game. IEEE transactions on visualization and computer graphics, 24.6 (2018): 1905-1917.

3. DQNViz: A Visual Analytics Approach to Understand Deep Q-Networks

4. He , Wenbin , " DynamicsExplorer : Visual analytics for robot control tasks involving dynamics and LSTM-based control policies." 2020 IEEE Pacific Visualization Symposium (PacificVis) . IEEE , 2020 . He, Wenbin, "DynamicsExplorer: Visual analytics for robot control tasks involving dynamics and LSTM-based control policies." 2020 IEEE Pacific Visualization Symposium (PacificVis). IEEE, 2020.

5. Wang , Junpeng , "Visual analytics for rnn-based deep reinforcement learning IEEE transactions on visualization and computer graphics, 28.12 ( 2021 ): 4141-4155 . Wang, Junpeng, "Visual analytics for rnn-based deep reinforcement learning IEEE transactions on visualization and computer graphics, 28.12 (2021): 4141-4155.

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