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How I Study AI - Learn AI Papers & Lectures the Easy Way

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All SourcesarXiv
#fault localization

Agentic Code Reasoning

Intermediate
Shubham Ugare, Satish ChandraMar 2arXiv

The paper teaches AI agents to understand big codebases without running the code by following a strict, step-by-step thinking template called semi-formal reasoning.

#agentic code reasoning#semi-formal reasoning#patch equivalence

Evolving Programmatic Skill Networks

Intermediate
Haochen Shi, Xingdi Yuan et al.Jan 7arXiv

This paper teaches a computer agent to grow a toolbox of skills that are real, runnable programs, not just text ideas.

#Programmatic Skill Network#continual learning#symbolic programs