SkillX: Automatically Constructing Skill Knowledge Bases for Agents
Paper • 2604.04804 • Published • 33
Self-Evolving Agents
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XSkill: Continual Learning from Experience and Skills in Multimodal Agents
Paper • 2603.12056 • Published • 33 -
AutoAgent: Evolving Cognition and Elastic Memory Orchestration for Adaptive Agents
Paper • 2603.09716 • Published -
SkillOS: Learning Skill Curation for Self-Evolving Agents
Paper • 2605.06614 • Published • 37 -
Co-Evolving LLM Decision and Skill Bank Agents for Long-Horizon Tasks
Paper • 2604.20987 • Published • 21 -
WebXSkill: Skill Learning for Autonomous Web Agents
Paper • 2604.13318 • Published -
Ask Only When Needed: Proactive Retrieval from Memory and Skills for Experience-Driven Lifelong Agents
Paper • 2604.20572 • Published -
ARISE: Agent Reasoning with Intrinsic Skill Evolution in Hierarchical Reinforcement Learning
Paper • 2603.16060 • Published • 3 -
SAGE: Multi-Agent Self-Evolution for LLM Reasoning
Paper • 2603.15255 • Published • 1