AgentSlimming: Towards Efficient and Cost-Aware Multi-Agent Systems
Fuente:
arXiv
Saved in:
| Main Authors: | Chen, Yulang, Peng, Haoxuan, Liu, Jinyan, Wen, Zichen, Liu, Dongrui, Zhang, Linfeng |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Slim Scheduler: A Runtime-Aware RL and Scheduler System for Efficient CNN Inference
by: Harshbarger, Ian, et al.
Published: (2025)
by: Harshbarger, Ian, et al.
Published: (2025)
Your Agent May Misevolve: Emergent Risks in Self-evolving LLM Agents
by: Shao, Shuai, et al.
Published: (2025)
by: Shao, Shuai, et al.
Published: (2025)
PRISM: Preference-Aware Influence Function Based Data Selection Method for Efficient Fine-Tuning
by: Lin, Qihao, et al.
Published: (2026)
by: Lin, Qihao, et al.
Published: (2026)
HLL: Can Agents Cross Humanity's Last Line of Verification?
by: Song, Xinhao, et al.
Published: (2026)
by: Song, Xinhao, et al.
Published: (2026)
AgentEvolver: Towards Efficient Self-Evolving Agent System
by: Zhai, Yunpeng, et al.
Published: (2025)
by: Zhai, Yunpeng, et al.
Published: (2025)
BAGEN: Are LLM Agents Budget-Aware?
by: Lin, Yuxiang, et al.
Published: (2026)
by: Lin, Yuxiang, et al.
Published: (2026)
SlimPipe: Memory-Thrifty and Efficient Pipeline Parallelism for Long-Context LLM Training
by: Li, Zhouyang, et al.
Published: (2025)
by: Li, Zhouyang, et al.
Published: (2025)
HERA: Hybrid Edge-cloud Resource Allocation for Cost-Efficient AI Agents
by: Liu, Shiyi, et al.
Published: (2025)
by: Liu, Shiyi, et al.
Published: (2025)
Understanding Agent Scaling in LLM-Based Multi-Agent Systems via Diversity
by: Yang, Yingxuan, et al.
Published: (2026)
by: Yang, Yingxuan, et al.
Published: (2026)
Verification-Aware Planning for Multi-Agent Systems
by: Xu, Tianyang, et al.
Published: (2025)
by: Xu, Tianyang, et al.
Published: (2025)
Provably Efficient Algorithm for Best Scoring Rule Identification in Online Principal-Agent Information Acquisition
by: Wang, Zichen, et al.
Published: (2025)
by: Wang, Zichen, et al.
Published: (2025)
SlimMoE: Structured Compression of Large MoE Models via Expert Slimming and Distillation
by: Li, Zichong, et al.
Published: (2025)
by: Li, Zichong, et al.
Published: (2025)
Governance-Aware Agent Telemetry for Closed-Loop Enforcement in Multi-Agent AI Systems
by: Pathak, Anshul, et al.
Published: (2026)
by: Pathak, Anshul, et al.
Published: (2026)
GoAgent: Group-of-Agents Communication Topology Generation for LLM-based Multi-Agent Systems
by: Chen, Hongjiang, et al.
Published: (2026)
by: Chen, Hongjiang, et al.
Published: (2026)
CAML: Collaborative Auxiliary Modality Learning for Multi-Agent Systems
by: Liu, Rui, et al.
Published: (2025)
by: Liu, Rui, et al.
Published: (2025)
Rollout-Training Co-Design for Efficient LLM-Based Multi-Agent Reinforcement Learning
by: Jiang, Zhida, et al.
Published: (2026)
by: Jiang, Zhida, et al.
Published: (2026)
MDocAgent: A Multi-Modal Multi-Agent Framework for Document Understanding
by: Han, Siwei, et al.
Published: (2025)
by: Han, Siwei, et al.
Published: (2025)
CLEAN-MI: A Scalable and Efficient Pipeline for Constructing High-Quality Neurodata in Motor Imagery Paradigm
by: Liu, Dingkun, et al.
Published: (2025)
by: Liu, Dingkun, et al.
Published: (2025)
Towards Trustworthy GUI Agents: A Survey
by: Shi, Yucheng, et al.
Published: (2025)
by: Shi, Yucheng, et al.
Published: (2025)
Auto-Agent-Distiller: Towards Efficient Deep Reinforcement Learning Agents via Neural Architecture Search
by: Fu, Yonggan, et al.
Published: (2020)
by: Fu, Yonggan, et al.
Published: (2020)
Adaptive Slimming for Scalable and Efficient Speech Enhancement
by: Miccini, Riccardo, et al.
Published: (2025)
by: Miccini, Riccardo, et al.
Published: (2025)
Role Play: Learning Adaptive Role-Specific Strategies in Multi-Agent Interactions
by: Long, Weifan, et al.
Published: (2024)
by: Long, Weifan, et al.
Published: (2024)
GA-VisAgent: A Multi-Agent application for code generation and visualization in interactive learning
by: Jian, Wang, et al.
Published: (2026)
by: Jian, Wang, et al.
Published: (2026)
Towards Unified Alignment Between Agents, Humans, and Environment
by: Yang, Zonghan, et al.
Published: (2024)
by: Yang, Zonghan, et al.
Published: (2024)
Optimal Cost Constrained Adversarial Attacks For Multiple Agent Systems
by: Lu, Ziqing, et al.
Published: (2023)
by: Lu, Ziqing, et al.
Published: (2023)
Meta-Learning Hyperparameters for Parameter Efficient Fine-Tuning
by: Tian, Zichen, et al.
Published: (2026)
by: Tian, Zichen, et al.
Published: (2026)
Exact Tensor Completion Powered by Slim Transforms
by: Ge, Li, et al.
Published: (2024)
by: Ge, Li, et al.
Published: (2024)
MasRouter: Learning to Route LLMs for Multi-Agent Systems
by: Yue, Yanwei, et al.
Published: (2025)
by: Yue, Yanwei, et al.
Published: (2025)
Agent-Omit: Adaptive Context Omission for Efficient LLM Agents
by: Ning, Yansong, et al.
Published: (2026)
by: Ning, Yansong, et al.
Published: (2026)
Towards Scalable Oversight with Collaborative Multi-Agent Debate in Error Detection
by: Chen, Yongqiang, et al.
Published: (2025)
by: Chen, Yongqiang, et al.
Published: (2025)
MICA: Multi-Agent Industrial Coordination Assistant
by: Wen, Di, et al.
Published: (2025)
by: Wen, Di, et al.
Published: (2025)
Towards Efficient LLM Grounding for Embodied Multi-Agent Collaboration
by: Zhang, Yang, et al.
Published: (2024)
by: Zhang, Yang, et al.
Published: (2024)
SheetAgent: Towards A Generalist Agent for Spreadsheet Reasoning and Manipulation via Large Language Models
by: Chen, Yibin, et al.
Published: (2024)
by: Chen, Yibin, et al.
Published: (2024)
SlimLLM: Accurate Structured Pruning for Large Language Models
by: Guo, Jialong, et al.
Published: (2025)
by: Guo, Jialong, et al.
Published: (2025)
OPTIMA: Optimized Policy for Intelligent Multi-Agent Systems Enables Coordination-Aware Autonomous Vehicles
by: Du, Rui, et al.
Published: (2024)
by: Du, Rui, et al.
Published: (2024)
Reinforced Collaboration in Multi-Agent Flow Networks
by: Wang, Zheng, et al.
Published: (2026)
by: Wang, Zheng, et al.
Published: (2026)
Neutral Agent-based Adversarial Policy Learning against Deep Reinforcement Learning in Multi-party Open Systems
by: Peng, Qizhou, et al.
Published: (2025)
by: Peng, Qizhou, et al.
Published: (2025)
DrugAgent: Automating AI-aided Drug Discovery Programming through LLM Multi-Agent Collaboration
by: Liu, Sizhe, et al.
Published: (2024)
by: Liu, Sizhe, et al.
Published: (2024)
PiFlow: Principle-Aware Scientific Discovery with Multi-Agent Collaboration
by: Pu, Yingming, et al.
Published: (2025)
by: Pu, Yingming, et al.
Published: (2025)
MIXRTs: Toward Interpretable Multi-Agent Reinforcement Learning via Mixing Recurrent Soft Decision Trees
by: Liu, Zichuan, et al.
Published: (2022)
by: Liu, Zichuan, et al.
Published: (2022)
Similar Items
-
Slim Scheduler: A Runtime-Aware RL and Scheduler System for Efficient CNN Inference
by: Harshbarger, Ian, et al.
Published: (2025) -
Your Agent May Misevolve: Emergent Risks in Self-evolving LLM Agents
by: Shao, Shuai, et al.
Published: (2025) -
PRISM: Preference-Aware Influence Function Based Data Selection Method for Efficient Fine-Tuning
by: Lin, Qihao, et al.
Published: (2026) -
HLL: Can Agents Cross Humanity's Last Line of Verification?
by: Song, Xinhao, et al.
Published: (2026) -
AgentEvolver: Towards Efficient Self-Evolving Agent System
by: Zhai, Yunpeng, et al.
Published: (2025)