Nature

NGMD: next generation malware detection in federated server with deep neural network model for autonomous networks

Distributed denial-of-service (DDoS) attacks persistently proliferate, impacting individuals and Internet Service Providers (ISPs). Deep learning (DL) models are paving the way to address these ...
Nature

Goal-oriented autonomous decision-making for social robots via collaborative interactive inverse reinforcement learning approach

Since the practical constraints of unknown pedestrian goal information, research on inverse reinforcement learning (IRL) applied to social robots has focused on trajectory planning based on current ...
Frontiers

Toward Lifelong Autonomy: Advancing Continual Robot Learning for Adaptable Intelligent Systems

Continual robot learning is an emerging interdisciplinary field that integrates advances from machine learning, robotics, and cognitive science to build ...