Reinforcement Learning based Video Summarization with Combination of ResNet and Gated Recurrent Unit Topics: 3D Deep Learning; Camera Networks and Vision; Deep Learning for Image-to-Text Translation and Dialogue; Deep Learning for Visual Understanding ; Document Imaging in Business; Features Extraction; Human and Computer Interaction; Image-Based Modeling and 3D Reconstruction; Machine Learning Technologies for Vision; Medical Image Applications; Multi-task learning; Optical Flow and Motion Analyses; Segmentation and Grouping; Self-taught Learning; Transfer Learning; Understanding from Wearable and Mobile Cameras; Video Surveillance and Event Detection In Proceedings of the 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 4 VISAPP: VISAPP, 261-268, 2021