Saved in:
| Main Authors: | Chen, Shengchao, Shu, Ting, Ren, Sufen |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2605.29421 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Less is more: Ensemble Learning for Retinal Disease Recognition Under Limited Resources
by: Wang, Jiahao, et al.
Published: (2024)
by: Wang, Jiahao, et al.
Published: (2024)
Federated Distillation for Medical Image Classification: Towards Trustworthy Computer-Aided Diagnosis
by: Ren, Sufen, et al.
Published: (2024)
by: Ren, Sufen, et al.
Published: (2024)
Adaptation of Agentic AI: A Survey of Post-Training, Memory, and Skills
by: Jiang, Pengcheng, et al.
Published: (2025)
by: Jiang, Pengcheng, et al.
Published: (2025)
Interpretable CNN-Multilevel Attention Transformer for Rapid Recognition of Pneumonia from Chest X-Ray Images
by: Chen, Shengchao, et al.
Published: (2022)
by: Chen, Shengchao, et al.
Published: (2022)
Learning Agentic Policy from Action Guidance
by: Ji, Yuxiang, et al.
Published: (2026)
by: Ji, Yuxiang, et al.
Published: (2026)
Free Lunch for Federated Remote Sensing Target Fine-Grained Classification: A Parameter-Efficient Framework
by: Chen, Shengchao, et al.
Published: (2024)
by: Chen, Shengchao, et al.
Published: (2024)
Many-Shot In-Context Learning for Molecular Inverse Design
by: Moayedpour, Saeed, et al.
Published: (2024)
by: Moayedpour, Saeed, et al.
Published: (2024)
When Search Becomes Memory: Turning Robot Design Trials into Transferable Skills
by: Wang, Yunfei, et al.
Published: (2026)
by: Wang, Yunfei, et al.
Published: (2026)
Skill or Skip? Learning Selective Skill Invocation in Agentic Tasks via Dual-Granularity Preference Learning
by: Chen, Chishui, et al.
Published: (2026)
by: Chen, Chishui, et al.
Published: (2026)
GAPD: Gold-Action Policy Distillation for Agentic Reinforcement Learning in Knowledge Base Question Answering
by: Sun, Xin, et al.
Published: (2026)
by: Sun, Xin, et al.
Published: (2026)
Inducing Programmatic Skills for Agentic Tasks
by: Wang, Zora Zhiruo, et al.
Published: (2025)
by: Wang, Zora Zhiruo, et al.
Published: (2025)
Dynamic Skill Lifecycle Management for Agentic Reinforcement Learning
by: Shen, Junhao, et al.
Published: (2026)
by: Shen, Junhao, et al.
Published: (2026)
Skill0.5: Joint Skill Internalization and Utilization for Out-of-Distribution Generalization in Agentic Reinforcement Learning
by: Zhu, Jiapeng, et al.
Published: (2026)
by: Zhu, Jiapeng, et al.
Published: (2026)
Boosting Sclera Segmentation through Semi-supervised Learning with Fewer Labels
by: Wang, Guanjun, et al.
Published: (2025)
by: Wang, Guanjun, et al.
Published: (2025)
Designing Explainable Conversational Agentic Systems for Guaraní Speakers
by: Adorno, Samantha, et al.
Published: (2026)
by: Adorno, Samantha, et al.
Published: (2026)
SkillClaw: Let Skills Evolve Collectively with Agentic Evolver
by: Ma, Ziyu, et al.
Published: (2026)
by: Ma, Ziyu, et al.
Published: (2026)
Memento-Skills: Let Agents Design Agents
by: Zhou, Huichi, et al.
Published: (2026)
by: Zhou, Huichi, et al.
Published: (2026)
StepPO: Step-Aligned Policy Optimization for Agentic Reinforcement Learning
by: Wang, Daoyu, et al.
Published: (2026)
by: Wang, Daoyu, et al.
Published: (2026)
Agentic Design of Compositional Machines
by: Zhang, Wenqian, et al.
Published: (2025)
by: Zhang, Wenqian, et al.
Published: (2025)
CRMWeaver: Building Powerful Business Agent via Agentic RL and Shared Memories
by: Lai, Yilong, et al.
Published: (2025)
by: Lai, Yilong, et al.
Published: (2025)
MemoryArena: Benchmarking Agent Memory in Interdependent Multi-Session Agentic Tasks
by: He, Zexue, et al.
Published: (2026)
by: He, Zexue, et al.
Published: (2026)
MemSkill: Learning and Evolving Memory Skills for Self-Evolving Agents
by: Zhang, Haozhen, et al.
Published: (2026)
by: Zhang, Haozhen, et al.
Published: (2026)
DeltaMem: Towards Agentic Memory Management via Reinforcement Learning
by: Zhang, Qi, et al.
Published: (2026)
by: Zhang, Qi, et al.
Published: (2026)
Towards Full Delegation: Designing Ideal Agentic Behaviors for Travel Planning
by: Jiang, Song, et al.
Published: (2024)
by: Jiang, Song, et al.
Published: (2024)
How Well Do Agentic Skills Work in the Wild: Benchmarking LLM Skill Usage in Realistic Settings
by: Liu, Yujian, et al.
Published: (2026)
by: Liu, Yujian, et al.
Published: (2026)
Agentic Reinforced Policy Optimization
by: Dong, Guanting, et al.
Published: (2025)
by: Dong, Guanting, et al.
Published: (2025)
Contextual Agentic Memory is a Memo, Not True Memory
by: Xu, Binyan, et al.
Published: (2026)
by: Xu, Binyan, et al.
Published: (2026)
Agentic Memory: Learning Unified Long-Term and Short-Term Memory Management for Large Language Model Agents
by: Yu, Yi, et al.
Published: (2026)
by: Yu, Yi, et al.
Published: (2026)
BranPO: Scalable Contrastive Branch Sampling for Long-Horizon Agentic Reinforcement Learning
by: Zhao, Yubao, et al.
Published: (2026)
by: Zhao, Yubao, et al.
Published: (2026)
SkillRAE: Agent Skill-Based Context Compilation for Retrieval-Augmented Execution
by: Meng, Xiangcheng, et al.
Published: (2026)
by: Meng, Xiangcheng, et al.
Published: (2026)
Integrated Design and Governance of Agentic AI Systems through Adaptive Information Modulation
by: Chen, Qiliang, et al.
Published: (2024)
by: Chen, Qiliang, et al.
Published: (2024)
OpenReward: Learning to Reward Long-form Agentic Tasks via Reinforcement Learning
by: Hu, Ziyou, et al.
Published: (2025)
by: Hu, Ziyou, et al.
Published: (2025)
You Only Prune Once: Designing Calibration-Free Model Compression With Policy Learning
by: Sengupta, Ayan, et al.
Published: (2025)
by: Sengupta, Ayan, et al.
Published: (2025)
A-MEM: Agentic Memory for LLM Agents
by: Xu, Wujiang, et al.
Published: (2025)
by: Xu, Wujiang, et al.
Published: (2025)
CellForge: Agentic Design of Virtual Cell Models
by: Tang, Xiangru, et al.
Published: (2025)
by: Tang, Xiangru, et al.
Published: (2025)
An Information Theoretic Perspective on Agentic System Design
by: He, Shizhe, et al.
Published: (2025)
by: He, Shizhe, et al.
Published: (2025)
PersonaMem-v2: Towards Personalized Intelligence via Learning Implicit User Personas and Agentic Memory
by: Jiang, Bowen, et al.
Published: (2025)
by: Jiang, Bowen, et al.
Published: (2025)
iTAG: Inverse Design for Natural Text Generation with Accurate Causal Graph Annotations
by: Wang, Wenshuo, et al.
Published: (2026)
by: Wang, Wenshuo, et al.
Published: (2026)
BWArea Model: Learning World Model, Inverse Dynamics, and Policy for Controllable Language Generation
by: Jia, Chengxing, et al.
Published: (2024)
by: Jia, Chengxing, et al.
Published: (2024)
RAGShaper: Eliciting Sophisticated Agentic RAG Skills via Automated Data Synthesis
by: Tao, Zhengwei, et al.
Published: (2026)
by: Tao, Zhengwei, et al.
Published: (2026)
Similar Items
-
Less is more: Ensemble Learning for Retinal Disease Recognition Under Limited Resources
by: Wang, Jiahao, et al.
Published: (2024) -
Federated Distillation for Medical Image Classification: Towards Trustworthy Computer-Aided Diagnosis
by: Ren, Sufen, et al.
Published: (2024) -
Adaptation of Agentic AI: A Survey of Post-Training, Memory, and Skills
by: Jiang, Pengcheng, et al.
Published: (2025) -
Interpretable CNN-Multilevel Attention Transformer for Rapid Recognition of Pneumonia from Chest X-Ray Images
by: Chen, Shengchao, et al.
Published: (2022) -
Learning Agentic Policy from Action Guidance
by: Ji, Yuxiang, et al.
Published: (2026)