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What is Deep Reinforcement Learning for Image Captioning about?

This paper presents a novel architecture for image captioning using deep reinforcement learning, specifically employing a policy network and a value network to enhance the generation of natural language descriptions for images. The proposed method aims to optimize the quality of generated captions by evaluating the confidence of word predictions and adjusting targets based on reward values. Experimental results demonstrate the effectiveness of this approach compared to state-of-the-art methods, utilizing th

Author

nanavathakashchandra

Language

EN