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

Deep Q-Network (DQN), as one type of deep reinforcement learning model, targets to train an intelligent agent that acquires optimal actions while interacting with an environment. The model is well known for its ability to surpass professional human players across many Atari 2600 games. Despite the s...

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Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on visualization and computer graphics. - 1996. - (2018) vom: 05. Sept.
1. Verfasser: Wang, Junpeng (VerfasserIn)
Weitere Verfasser: Gou, Liang, Shen, Han-Wei, Yang, Hao
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2018
Zugriff auf das übergeordnete Werk:IEEE transactions on visualization and computer graphics
Schlagworte:Journal Article