Collection by 
Feb 14
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SkillRL: Evolving Agents via Recursive Skill-Augmented Reinforcement Learning
Paper • 2602.08234 • Published • 74 -
When to Memorize and When to Stop: Gated Recurrent Memory for Long-Context Reasoning
Paper • 2602.10560 • Published • 31 -
SimpleMem: Efficient Lifelong Memory for LLM Agents
Paper • 2601.02553 • Published • 37 -
Beyond RAG for Agent Memory: Retrieval by Decoupling and Aggregation
Paper • 2602.02007 • Published • 18
