A new framework called SkillWeaver tackles AI agent tool routing by skipping full-library loading, cutting token use 99% on ...
Decomposition is when we break a problem or task down into smaller parts to make it easier to tackle. Sometimes the problem is so big or so tricky that we don't know where to start. Breaking it down ...
A framework for analyzing single-cell genomics data, in which geometrical properties are harnessed to obtain insights on cellular diversity, including precise clustering, clear visualizations, and ...
Systematic benchmarking of curriculum learning strategies for deep reinforcement learning on BipedalWalker-v3. TL;DR: Algorithm choice explains 1.65–2.65× more variance in mean reward than curriculum ...
SkillWeaver’s arXiv paper reports that strict decomposition accuracy rose from 51.0% to 67.7% after one Skill-Aware Decomposition pass, while Qwen-Max reached 92% accuracy. ReAct reached 0% ...
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