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Reinforcement Learning-powered Semantic Communication via Semantic Similarity
We introduce a new semantic communication mechanism - SemanticRL, whose key idea is to preserve the semantic information instead of strictly securing the bit-level precision. -
Semantic Communication with Hybrid Action Reinforcement Learning
The dataset used in this paper for semantic communication with the assistance of UAV in order to improve data collection efficiency for metaverse users in remote areas. -
Semantic Communication Dataset
The dataset used in this paper for semantic communication, consisting of images and their corresponding captions. -
Pascal VOC
Semantic segmentation is a crucial and challenging task for image understanding. It aims to predict a dense labeling map for the input image, which assigns each pixel a unique...