The study of the multi-agent task allocation problem with multiple depots is crucial for investigating collaboration. Although many traditional heuristic algorithms can be adopted to handle concerned problem, they are not able efficiently obtain optimal or suboptimal solutions. To this end, a graph attention pointer network built in paper deal problem. Specifically, multi-head mechanism employe...

anomaly detection (ad) has recently become an important application of hyperspectral images analysis. the goal of these algorithms is to find the objects in the image scene which are anomalous in comparison to their surrounding background. one way to improve the performance and runtime of these algorithms is to use dimensionality reduction (dr) techniques. this paper evaluates the effect of thr...