Inquiry-based biomimicry course inspires students to design solutions by learning from nature

Research and innovation in Texas A&M University's biomedical engineering department often centers around clinical impact on ...
IEEE

Cost and Makespan-Aware Task Scheduling With Deep Reinforcement Learning in Multicloud Environments

Abstract: The multicloud environments (MCE) represent a novel paradigm encompassing multiple infrastructure as a service (IaaS) providers, enabling users to tailor and optimize cloud services ...

To Build Stronger AI, We Need To Better Understand The Human Brain

To this day, in the known universe, only one example exists of a system capable of general-purpose intelligence. That system ...

This Is the Year Your Company Hires a Robot

The robots are ready to work. Rapid advancements (thanks, AI!) are creating opportunities in industries as varied as ...
IEEE

GCond: Gradient Conflict Resolution via Accumulation-Based Stabilization for Large-Scale Multi-Task Learning

Abstract: In multi-task learning (MTL), gradient conflict poses a significant challenge. Effective methods for addressing this problem, including PCGrad, CAGrad, and GradNorm, in their original ...