Copertina

PolySkill: Learning Generalizable Skills Through Polymorphic Abstraction

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Yu, Simon, Li, Gang, Shi, Weiyan, Qi, Peng
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Computation and Language Artificial Intelligence
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

SkillOS: Learning Skill Curation for Self-Evolving Agents
di: Ouyang, Siru, et al.
Pubblicazione: (2026)

Group of Skills: Group-Structured Skill Retrieval for Agent Skill Libraries
di: Zeng, Kun, et al.
Pubblicazione: (2026)

SkillOpt: Executive Strategy for Self-Evolving Agent Skills
di: Yang, Yifan, et al.
Pubblicazione: (2026)

From Skill Text to Skill Structure: The Scheduling-Structural-Logical Representation for Agent Skills
di: Liang, Qiliang, et al.
Pubblicazione: (2026)

Skill or Skip? Learning Selective Skill Invocation in Agentic Tasks via Dual-Granularity Preference Learning
di: Chen, Chishui, et al.
Pubblicazione: (2026)

ESC-Skills: Discovering and Self-Evolving Skills for Emotional Support Conversations
di: Zhu, Jie, et al.
Pubblicazione: (2026)

SkillsVote: Lifecycle Governance of Agent Skills from Collection, Recommendation to Evolution
di: Liu, Hongyi, et al.
Pubblicazione: (2026)

WebXSkill: Skill Learning for Autonomous Web Agents
di: Wang, Zhaoyang, et al.
Pubblicazione: (2026)

SkillClaw: Let Skills Evolve Collectively with Agentic Evolver
di: Ma, Ziyu, et al.
Pubblicazione: (2026)

Skill Path: Unveiling Language Skills from Circuit Graphs
di: Chen, Hang, et al.
Pubblicazione: (2024)

The Scaling Laws of Skills in LLM Agent Systems
di: Chen, Charles, et al.
Pubblicazione: (2026)

Skills on the Fly: Test-Time Adaptive Skill Synthesis for LLM Agents
di: Wang, Jingxing, et al.
Pubblicazione: (2026)

MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents
di: Zhang, Haozhen, et al.
Pubblicazione: (2026)

SkillFlow: Scalable and Efficient Agent Skill Retrieval System
di: Li, Fangzhou, et al.
Pubblicazione: (2025)

SkillAdaptor: Self-Adapting Skills for LLM Agents from Trajectories
di: Yu, Zhuoyun, et al.
Pubblicazione: (2026)

SkillFactory: Self-Distillation For Learning Cognitive Behaviors
di: Sprague, Zayne, et al.
Pubblicazione: (2025)

TS-Skill: A Benchmark for Evaluating Analytical Skills in Time-Series Question Answering
di: Han, Liying, et al.
Pubblicazione: (2026)

Skill-SD: Skill-Conditioned Self-Distillation for Multi-turn LLM Agents
di: Wang, Hao, et al.
Pubblicazione: (2026)

Enhancing Public Speaking Skills in Engineering Students Through AI
di: Harsh, Amol, et al.
Pubblicazione: (2025)

LaRS: Latent Reasoning Skills for Chain-of-Thought Reasoning
di: Xu, Zifan, et al.
Pubblicazione: (2023)

SkillX: Automatically Constructing Skill Knowledge Bases for Agents
di: Wang, Chenxi, et al.
Pubblicazione: (2026)

Towards Compositional Generalization of LLMs via Skill Taxonomy Guided Data Synthesis
di: Wei, Yifan, et al.
Pubblicazione: (2026)

Language Guided Skill Discovery
di: Rho, Seungeun, et al.
Pubblicazione: (2024)

Can Models Learn Skill Composition from Examples?
di: Zhao, Haoyu, et al.
Pubblicazione: (2024)

Fine-tuning with RAG for Improving LLM Learning of New Skills
di: Ibrahim, Humaid, et al.
Pubblicazione: (2025)

XSkill: Continual Learning from Experience and Skills in Multimodal Agents
di: Jiang, Guanyu, et al.
Pubblicazione: (2026)

ReGAL: Refactoring Programs to Discover Generalizable Abstractions
di: Stengel-Eskin, Elias, et al.
Pubblicazione: (2024)

Swarm Skills: A Portable, Self-Evolving Multi-Agent System Specification for Coordination Engineering
di: Zhang, Xinyu, et al.
Pubblicazione: (2026)

SkillWeaver: Web Agents can Self-Improve by Discovering and Honing Skills
di: Zheng, Boyuan, et al.
Pubblicazione: (2025)

Adaptation of Agentic AI: A Survey of Post-Training, Memory, and Skills
di: Jiang, Pengcheng, et al.
Pubblicazione: (2025)

Contrastive Learning for Knowledge-Based Question Generation in Large Language Models
di: Zhang, Zhenhong, et al.
Pubblicazione: (2024)

MMG2Skill: Can Agents Distill In-the-Wild Guides into Self-Evolving Skills?
di: Che, Xinyu, et al.
Pubblicazione: (2026)

The AI Skills Shift: Mapping Skill Obsolescence, Emergence, and Transition Pathways in the LLM Era
di: Jadhav, Rudra, et al.
Pubblicazione: (2026)

Continual Robot Skill and Task Learning via Dialogue
di: Gu, Weiwei, et al.
Pubblicazione: (2024)

MIND-Skill: Quality-Guaranteed Skill Generation via Multi-Agent Induction and Deduction
di: Li, Yixuan, et al.
Pubblicazione: (2026)

SkillBrew: Multi-Objective Curation of Skill Banks for LLM Agents
di: Hu, Wentao, et al.
Pubblicazione: (2026)

MASS: Mathematical Data Selection via Skill Graphs for Pretraining Large Language Models
di: Li, Jiazheng, et al.
Pubblicazione: (2025)

Atomic Skills are the Prerequisite: When Reinforcement Learning Synthesizes Compositional Reasoning, and When It Only Amplifies
di: Cheng, Sitao, et al.
Pubblicazione: (2025)

BugPilot: Complex Bug Generation for Efficient Learning of SWE Skills
di: Sonwane, Atharv, et al.
Pubblicazione: (2025)

Next Token Perception Score: Analytical Assessment of your LLM Perception Skills
di: Cheng, Yu-Ang, et al.
Pubblicazione: (2025)