#continual-learning

AutoSkill

AutoSkill: Experience-Driven Lifelong Learning via Skill Self-Evolution

SkillLearnBench

[COLM'26] SkillLearnBench is the first benchmark for evaluating continual learning methods that automatically generate agent skills.