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 ...

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 ...
IEEE

Meta Learning Task Representation in Multiagent Reinforcement Learning: From Global Inference to Local Inference

Abstract: Multiagent meta reinforcement learning (MAMRL) enables multiagent systems (MASs) to adapt to multiple tasks. However, partial observability poses a significant challenge by hindering ...
Geeky Gadgets

Beginners Guide to Claude Cowork for Task Automations, Folders, Skills & Schedules

Claude Cowork, one of the three primary modes of Anthropic’s Claude desktop app, is designed to enhance productivity by automating workflows and centralizing tasks. Unlike its counterparts, Chat for ...
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 ...