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 ...
The Daily Iowan

Merit-based pay has little merit among Iowa lawmakers, educators

Lawmakers and school administrators are unsure how a merit-based pay system for educators in Iowa would operate. The structure, proposed by Gov. Kim Reynolds’ DOGE Task Force, would give teachers ...
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 ...