OptSkills: Learning Generalizable Optimization Skills from Problem Archetypes via Cluster-Based Distillation
Fuente:
arXiv
Guardado en:
| Autores principales: | Yang, Haochen, Zhao, Ke, Ma, Mengyuan, Lu, Xingyu, Wang, Xiangfeng, Qian, Hong |
|---|---|
| Formato: | Preprint |
| Publicado: |
2026
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
SkillOpt: Executive Strategy for Self-Evolving Agent Skills
por: Yang, Yifan, et al.
Publicado: (2026)
por: Yang, Yifan, et al.
Publicado: (2026)
Generalizable Hierarchical Skill Learning via Object-Centric Representation
por: Zhao, Haibo, et al.
Publicado: (2025)
por: Zhao, Haibo, et al.
Publicado: (2025)
PolySkill: Learning Generalizable Skills Through Polymorphic Abstraction
por: Yu, Simon, et al.
Publicado: (2025)
por: Yu, Simon, et al.
Publicado: (2025)
Learning Generalizable Tool-use Skills through Trajectory Generation
por: Qi, Carl, et al.
Publicado: (2023)
por: Qi, Carl, et al.
Publicado: (2023)
Skill or Skip? Learning Selective Skill Invocation in Agentic Tasks via Dual-Granularity Preference Learning
por: Chen, Chishui, et al.
Publicado: (2026)
por: Chen, Chishui, et al.
Publicado: (2026)
SkillOrchestra: Learning to Route Agents via Skill Transfer
por: Wang, Jiayu, et al.
Publicado: (2026)
por: Wang, Jiayu, et al.
Publicado: (2026)
Trace2Skill: Distill Trajectory-Local Lessons into Transferable Agent Skills
por: Ni, Jingwei, et al.
Publicado: (2026)
por: Ni, Jingwei, et al.
Publicado: (2026)
SkillFactory: Self-Distillation For Learning Cognitive Behaviors
por: Sprague, Zayne, et al.
Publicado: (2025)
por: Sprague, Zayne, et al.
Publicado: (2025)
Skill1: Unified Evolution of Skill-Augmented Agents via Reinforcement Learning
por: Shi, Yaorui, et al.
Publicado: (2026)
por: Shi, Yaorui, et al.
Publicado: (2026)
Skill-Pro: Learning Reusable Skills from Experience via Non-Parametric PPO for LLM Agents
por: Mi, Qirui, et al.
Publicado: (2026)
por: Mi, Qirui, et al.
Publicado: (2026)
LLMOPT: Learning to Define and Solve General Optimization Problems from Scratch
por: Jiang, Caigao, et al.
Publicado: (2024)
por: Jiang, Caigao, et al.
Publicado: (2024)
Dynamic Contrastive Skill Learning with State-Transition Based Skill Clustering and Dynamic Length Adjustment
por: Choi, Jinwoo, et al.
Publicado: (2025)
por: Choi, Jinwoo, et al.
Publicado: (2025)
SkillEvolver: Skill Learning as a Meta-Skill
por: Zhang, Genrui, et al.
Publicado: (2026)
por: Zhang, Genrui, et al.
Publicado: (2026)
Skill-SD: Skill-Conditioned Self-Distillation for Multi-turn LLM Agents
por: Wang, Hao, et al.
Publicado: (2026)
por: Wang, Hao, et al.
Publicado: (2026)
AutoSkill: Experience-Driven Lifelong Learning via Skill Self-Evolution
por: Yang, Yutao, et al.
Publicado: (2026)
por: Yang, Yutao, et al.
Publicado: (2026)
Optimization Problem Solving Can Transition to Evolutionary Agentic Workflows
por: Li, Wenhao, et al.
Publicado: (2025)
por: Li, Wenhao, et al.
Publicado: (2025)
Evidence Over Plans: Online Trajectory Verification for Skill Distillation
por: Zhou, Yang, et al.
Publicado: (2026)
por: Zhou, Yang, et al.
Publicado: (2026)
SkillGen: Learning Domain Skills for In-Context Sequential Decision Making
por: Ding, Ruomeng, et al.
Publicado: (2025)
por: Ding, Ruomeng, et al.
Publicado: (2025)
From Experience to Skill: Multi-Agent Generative Engine Optimization via Reusable Strategy Learning
por: Wu, Beining, et al.
Publicado: (2026)
por: Wu, Beining, et al.
Publicado: (2026)
PANDO: Efficient Multimodal AI Agents via Online Skill Distillation
por: Li, Yubo, et al.
Publicado: (2026)
por: Li, Yubo, et al.
Publicado: (2026)
Learning Generalizable Skills from Offline Multi-Task Data for Multi-Agent Cooperation
por: Liu, Sicong, et al.
Publicado: (2025)
por: Liu, Sicong, et al.
Publicado: (2025)
Goal Exploration via Adaptive Skill Distribution for Goal-Conditioned Reinforcement Learning
por: Wu, Lisheng, et al.
Publicado: (2024)
por: Wu, Lisheng, et al.
Publicado: (2024)
Skill-Conditioned Gated Self-Distillation for LLM Reasoning
por: Huang, Jiazhen, et al.
Publicado: (2026)
por: Huang, Jiazhen, et al.
Publicado: (2026)
SkillJect: Effectively Automating Skill-Based Prompt Injection for Skill-Enabled Agents
por: Jia, Xiaojun, et al.
Publicado: (2026)
por: Jia, Xiaojun, et al.
Publicado: (2026)
Learning Transferable Skills in Action RPGs via Directed Skill Graphs and Selective Adaptation
por: Najar, Ali
Publicado: (2026)
por: Najar, Ali
Publicado: (2026)
ClawTrace: Cost-Aware Tracing for LLM Agent Skill Distillation
por: Yuan, Boqin, et al.
Publicado: (2026)
por: Yuan, Boqin, et al.
Publicado: (2026)
Learning the Generalizable Manipulation Skills on Soft-body Tasks via Guided Self-attention Behavior Cloning Policy
por: Li, Xuetao, et al.
Publicado: (2024)
por: Li, Xuetao, et al.
Publicado: (2024)
Skill-R1: Agent Skill Evolution via Reinforcement Learning
por: Vishe, Yash, et al.
Publicado: (2026)
por: Vishe, Yash, et al.
Publicado: (2026)
SkillRevise: Improving LLM-Authored Agent Skills via Trace-Conditioned Skill Revision
por: Liu, Yuxuan, et al.
Publicado: (2026)
por: Liu, Yuxuan, et al.
Publicado: (2026)
ContractSkill: Repairable Contract-Based Skills for Multimodal Web Agents
por: Lu, Zijian, et al.
Publicado: (2026)
por: Lu, Zijian, et al.
Publicado: (2026)
EmoDistill: Offline Emotion Skill Distillation for Language Model Agents in Adversarial Negotiation
por: Long, Yunbo, et al.
Publicado: (2026)
por: Long, Yunbo, et al.
Publicado: (2026)
From Context to Skills: Can Language Models Learn from Context Skillfully?
por: Si, Shuzheng, et al.
Publicado: (2026)
por: Si, Shuzheng, et al.
Publicado: (2026)
Learning When to Optimize: Verified Optimization Skills from Expert GPU-Kernel Lineages
por: Zhang, Shuoming, et al.
Publicado: (2026)
por: Zhang, Shuoming, et al.
Publicado: (2026)
Integrating LMM Planners and 3D Skill Policies for Generalizable Manipulation
por: Li, Yuelei, et al.
Publicado: (2025)
por: Li, Yuelei, et al.
Publicado: (2025)
Formal Skill: Programmable Runtime Skills for Efficient and Accurate LLM Agents
por: Zhang, Xi, et al.
Publicado: (2026)
por: Zhang, Xi, et al.
Publicado: (2026)
BadSkill: Backdoor Attacks on Agent Skills via Model-in-Skill Poisoning
por: Tie, Guiyao, et al.
Publicado: (2026)
por: Tie, Guiyao, et al.
Publicado: (2026)
UpSkill: Mutual Information Skill Learning for Structured Response Diversity in LLMs
por: Shah, Devan, et al.
Publicado: (2026)
por: Shah, Devan, et al.
Publicado: (2026)
Group of Skills: Group-Structured Skill Retrieval for Agent Skill Libraries
por: Zeng, Kun, et al.
Publicado: (2026)
por: Zeng, Kun, et al.
Publicado: (2026)
SkillFlow:Benchmarking Lifelong Skill Discovery and Evolution for Autonomous Agents
por: Zhang, Ziao, et al.
Publicado: (2026)
por: Zhang, Ziao, et al.
Publicado: (2026)
SemanticOpt: Towards LLM-Based Semantic Black-Box Optimization
por: Meindl, Jamison, et al.
Publicado: (2025)
por: Meindl, Jamison, et al.
Publicado: (2025)
Ejemplares similares
-
SkillOpt: Executive Strategy for Self-Evolving Agent Skills
por: Yang, Yifan, et al.
Publicado: (2026) -
Generalizable Hierarchical Skill Learning via Object-Centric Representation
por: Zhao, Haibo, et al.
Publicado: (2025) -
PolySkill: Learning Generalizable Skills Through Polymorphic Abstraction
por: Yu, Simon, et al.
Publicado: (2025) -
Learning Generalizable Tool-use Skills through Trajectory Generation
por: Qi, Carl, et al.
Publicado: (2023) -
Skill or Skip? Learning Selective Skill Invocation in Agentic Tasks via Dual-Granularity Preference Learning
por: Chen, Chishui, et al.
Publicado: (2026)