EVOLVE, an agentic framework that autonomously optimizes AI training data, model architectures, and learning algorithms — ...

Researchers from Koç University and international collaborators have developed a new algorithm that enables faster and more ...

Robots may soon learn new skills faster and with far less training, thanks to advances in imitation learning. New research from a team at the Toyota Research Institute (TRI) shows that policies ...

Abstract: Optimization plays a central role in multitask learning (MTL), yet widely used optimizers such as Adam and AdamW assume uniform parameter updates across tasks, often leading to optimization ...