Image de couverture de livre

Enhancing Online Learning Efficiency Through Heterogeneous Resource Integration with a Multi-Agent RAG System

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Srivastav, Devansh, Alam, Hasan Md Tusfiqur, Asaei, Afsaneh, Fazeli, Mahmoud, Sharma, Tanisha, Sonntag, Daniel
Format:	Preprint
Publié:	2025
Sujets:	Artificial Intelligence Computation and Language Multiagent Systems
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Towards Interpretable Radiology Report Generation via Concept Bottlenecks using a Multi-Agentic RAG
par: Alam, Hasan Md Tusfiqur, et autres
Publié: (2024)

CBM-RAG: Demonstrating Enhanced Interpretability in Radiology Report Generation with Multi-Agent RAG and Concept Bottleneck Models
par: Alam, Hasan Md Tusfiqur, et autres
Publié: (2025)

R3R: Decentralized Multi-Agent Collision Avoidance with Infinite-Horizon Safety
par: Vielmetti, Thomas Marshall, et autres
Publié: (2025)

Courtroom-Style Multi-Agent Debate with Progressive RAG and Role-Switching for Controversial Claim Verification
par: Chowdhury, Masnun Nuha, et autres
Publié: (2026)

Multi-Agent Training-free Urban Food Delivery System using Resilient UMST Network
par: Hasan, Md Nahid, et autres
Publié: (2026)

Online Safety under Multiple Constraints and Input Bounds using gatekeeper: Theory and Applications
par: Agrawal, Devansh R., et autres
Publié: (2025)

Coordination Matters: Evaluation of Cooperative Multi-Agent Reinforcement Learning
par: Cardei, Maria Ana, et autres
Publié: (2026)

Network Topology and Information Efficiency of Multi-Agent Systems: Study based on MARL
par: Zhang, Xinren, et autres
Publié: (2025)

Conjunctive Prompt Attacks in Multi-Agent LLM Systems
par: Arif, Nokimul Hasan, et autres
Publié: (2026)

SC-MAS: Constructing Cost-Efficient Multi-Agent Systems with Edge-Level Heterogeneous Collaboration
par: Zhao, Di, et autres
Publié: (2026)

HiveMind: Contribution-Guided Online Prompt Optimization of LLM Multi-Agent Systems
par: Xia, Yihan, et autres
Publié: (2025)

A Model for Multi-Agent Heterogeneous Interaction Problems
par: Hsu, Christopher D., et autres
Publié: (2022)

Deep Learning for Ophthalmology: The State-of-the-Art and Future Trends
par: Nguyen, Duy M. H., et autres
Publié: (2025)

The Heterogeneous Multi-Agent Challenge
par: Dansereau, Charles, et autres
Publié: (2025)

Heterogeneous Value Decomposition Policy Fusion for Multi-Agent Cooperation
par: Wang, Siying, et autres
Publié: (2025)

Area-Optimal Control Strategies for Heterogeneous Multi-Agent Pursuit
par: Mammadov, Kamal, et autres
Publié: (2025)

Heterogeneity in Multi-Agent Reinforcement Learning
par: Hu, Tianyi, et autres
Publié: (2025)

Assessing and Enhancing the Robustness of LLM-based Multi-Agent Systems Through Chaos Engineering
par: Owotogbe, Joshua
Publié: (2025)

IndoorWorld: Integrating Physical Task Solving and Social Simulation in A Heterogeneous Multi-Agent Environment
par: Wu, Dekun, et autres
Publié: (2025)

KIMAs: A Configurable Knowledge Integrated Multi-Agent System
par: Li, Zitao, et autres
Publié: (2025)

HASHIRU: Hierarchical Agent System for Hybrid Intelligent Resource Utilization
par: Pai, Kunal, et autres
Publié: (2025)

EvoCorps: An Evolutionary Multi-Agent Framework for Depolarizing Online Discourse
par: Lin, Ning, et autres
Publié: (2026)

Online Guidance Graph Optimization for Lifelong Multi-Agent Path Finding
par: Zang, Hongzhi, et autres
Publié: (2024)

CASPIAN: Online Detection and Attribution of Cascade Attacks in LLM Multi-Agent Systems via Cross-Channel Causal Monitoring
par: Venkatesh, Kavana, et autres
Publié: (2026)

Towards Cognitive Synergy in LLM-Based Multi-Agent Systems: Integrating Theory of Mind and Critical Evaluation
par: Kostka, Adam, et autres
Publié: (2025)

Online Multi-Agent Pickup and Delivery with Task Deadlines
par: Makino, Hiroya, et autres
Publié: (2024)

Self-Resource Allocation in Multi-Agent LLM Systems
par: Amayuelas, Alfonso, et autres
Publié: (2025)

Can a Robot Walk the Robotic Dog: Triple-Zero Collaborative Navigation for Heterogeneous Multi-Agent Systems
par: Wang, Yaxuan, et autres
Publié: (2026)

Preserving Cultural Identity with Context-Aware Translation Through Multi-Agent AI Systems
par: Anik, Mahfuz Ahmed, et autres
Publié: (2025)

Near-Optimal Online Learning for Multi-Agent Submodular Coordination: Tight Approximation and Communication Efficiency
par: Zhang, Qixin, et autres
Publié: (2025)

Revisiting Communication Efficiency in Multi-Agent Reinforcement Learning from the Dimensional Analysis Perspective
par: Sun, Chuxiong, et autres
Publié: (2025)

AgentForesight: Online Auditing for Early Failure Prediction in Multi-Agent Systems
par: Zhang, Boxuan, et autres
Publié: (2026)

Multi-Agent Systems Should be Treated as Principal-Agent Problems
par: Rauba, Paulius, et autres
Publié: (2026)

Decentralized Online Ensembles of Gaussian Processes for Multi-Agent Systems
par: Llorente, Fernando, et autres
Publié: (2025)

MemGraphRAG: Memory-based Multi-Agent System for Graph Retrieval-Augmented Generation
par: Wu, Chuanjie, et autres
Publié: (2026)

X-MAS: Towards Building Multi-Agent Systems with Heterogeneous LLMs
par: Ye, Rui, et autres
Publié: (2025)

A Dynamic Agent Based Model of the Real Economy with Monopolistic Competition, Perfect Product Differentiation, Heterogeneous Agents, Increasing Returns to Scale and Trade in Disequilibrium
par: Supantha, Subhamon, et autres
Publié: (2024)

Backpropagation Through Agents
par: Li, Zhiyuan, et autres
Publié: (2024)

Agent Contracts: A Formal Framework for Resource-Bounded Autonomous AI Systems
par: Ye, Qing, et autres
Publié: (2026)

OPTAGENT: Optimizing Multi-Agent LLM Interactions Through Verbal Reinforcement Learning for Enhanced Reasoning
par: Bi, Zhenyu, et autres
Publié: (2025)