Nature

A lightweight transformer based multi task learning model with dynamic weight allocation for improved vulnerability prediction

With the rapid development of the Internet era, the Internet has greatly facilitated people’s lives, and computer software has permeated all aspects of life, but it also brings more potential security ...
Nature

Task offloading optimization in mobile edge computing based on a deep reinforcement learning algorithm using density clustering and ensemble learning

Mobile edge computing offloads compute-intensive tasks generated on mobile wireless devices (WD) to edge servers (ES), which provides mobile users with low-latency computing services. Opportunistic ...
Aerospace and Mechanical Insider on MSN

Hierarchical reinforcement learning boosts air defense efficiency

Modern air defense confrontations demand rapid, precise task assignments in environments where threats evolve within seconds.