pat-jj/Awesome-Adaptation-of-Agentic-AI

Repo for "Adaptation of Agentic AI"

49
/ 100
Emerging

This is a curated list of research papers focused on making AI agents smarter by helping them learn how to use external tools more effectively. It helps AI researchers and developers find the latest strategies and techniques for teaching AI systems to adapt their behavior based on how they use tools and interpret outputs. You would use this to inform the development of more capable and adaptable AI agents.

603 stars.

Use this if you are an AI researcher or developer looking for academic resources on improving how AI agents interact with and adapt to various tools and environments.

Not ideal if you are an end-user seeking a ready-to-use AI application or a non-technical person looking for general information about AI.

AI Research Agentic AI Machine Learning Engineering Large Language Models Reinforcement Learning
No Package No Dependents
Maintenance 10 / 25
Adoption 10 / 25
Maturity 13 / 25
Community 16 / 25

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603

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Last pushed

Jan 21, 2026

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