AI Research
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XSkill Framework Enables AI Agents to Learn Continuously from Experience and Skills
Researchers have developed XSkill, a dual-stream continual learning framework that allows AI agents to improve over time by distilling reusable knowledge from past successes and failures. The approach combines experience-based tool selection with skill-based planning, significantly reducing errors and boosting performance across multiple benchmarks.
x.com/Mar 14, 2026/3 min read
continual learningmachine learningai research
