Nature

A multi-task learning approach combining regression and classification tasks for joint feature selection

Multi-task learning (MTL) is a learning paradigm that enables the simultaneous training of multiple communicating algorithms, and has been widely applied in the biomedical analysis for shared ...
Nature

Photonic neuromorphic architecture for tens-of-task lifelong learning

The alternative text for this image may have been generated using AI. Fig. 2: Free-space implementation of photonic lifelong learning (L 2 ONN). The alternative text for this image may have been ...
EurekAlert!

A graph reinforcement learning framework for real-time distributed multi-robot task allocation

Effective task allocation has become a critical challenge for multi-robot systems operating in dynamic environments like search and rescue. Traditional methods, often based on static data and ...