Cover Image

KABB: Knowledge-Aware Bayesian Bandits for Dynamic Expert Coordination in Multi-Agent Systems

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Zhang, Jusheng, Huang, Zimeng, Fan, Yijia, Liu, Ningyuan, Li, Mingyan, Yang, Zhuojie, Yao, Jiawei, Wang, Jian, Wang, Keze
Format:	Preprint
Published:	2025
Subjects:	Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

MAT-Agent: Adaptive Multi-Agent Training Optimization
by: Zhang, Jusheng, et al.
Published: (2025)

Why Keep Your Doubts to Yourself? Trading Visual Uncertainties in Multi-Agent Bandit Systems
by: Zhang, Jusheng, et al.
Published: (2026)

Agent-GSPO: Communication-Efficient Multi-Agent Systems via Group Sequence Policy Optimization
by: Fan, Yijia, et al.
Published: (2025)

OSC: Cognitive Orchestration through Dynamic Knowledge Alignment in Multi-Agent LLM Collaboration
by: Zhang, Jusheng, et al.
Published: (2025)

3D-Agent:Tri-Modal Multi-Agent Collaboration for Scalable 3D Object Annotation
by: Zhang, Jusheng, et al.
Published: (2026)

DrDiff: Dynamic Routing Diffusion with Hierarchical Attention for Breaking the Efficiency-Quality Trade-off
by: Zhang, Jusheng, et al.
Published: (2025)

3DAlign-DAER: Dynamic Attention Policy and Efficient Retrieval Strategy for Fine-grained 3D-Text Alignment at Scale
by: Fan, Yijia, et al.
Published: (2025)

Causal Invariance and Counterfactual Learning Driven Cooperative Game for Multi-Label Classification
by: Fan, Yijia, et al.
Published: (2025)

CF-VLM:CounterFactual Vision-Language Fine-tuning
by: Zhang, Jusheng, et al.
Published: (2025)

GAM-Agent: Game-Theoretic and Uncertainty-Aware Collaboration for Complex Visual Reasoning
by: Zhang, Jusheng, et al.
Published: (2025)

Cost-Effective Communication: An Auction-based Method for Language Agent Interaction
by: Fan, Yijia, et al.
Published: (2025)

RaCoT: Plug-and-Play Contrastive Example Generation Mechanism for Enhanced LLM Reasoning Reliability
by: Cai, Kaitong, et al.
Published: (2025)

Rational ANOVA Networks
by: Zhang, Jusheng, et al.
Published: (2026)

Kolmogorov-Arnold Fourier Networks
by: Zhang, Jusheng, et al.
Published: (2025)

ORACLE: Optimizing Reasoning Abilities of Large Language Models via Constraint-Led Synthetic Data Elicitation
by: Yang, Zhuojie, et al.
Published: (2026)

FlashVLM: Text-Guided Visual Token Selection for Large Multimodal Models
by: Cai, Kaitong, et al.
Published: (2025)

LLM-CAS: Dynamic Neuron Perturbation for Real-Time Hallucination Correction
by: Zhang, Jensen, et al.
Published: (2025)

Learning Dynamics of VLM Finetuning
by: Zhang, Jusheng, et al.
Published: (2025)

RevFFN: Memory-Efficient Full-Parameter Fine-Tuning of Mixture-of-Experts LLMs with Reversible Blocks
by: Liu, Ningyuan, et al.
Published: (2025)

From Motion to Behavior: Hierarchical Modeling of Humanoid Generative Behavior Control
by: Zhang, Jusheng, et al.
Published: (2025)

Failure-Driven Workflow Refinement
by: Zhang, Jusheng, et al.
Published: (2025)

GTMA: Dynamic Representation Optimization for OOD Vision-Language Models
by: Zhang, Jensen, et al.
Published: (2025)

ResAgent: Entropy-based Prior Point Discovery and Visual Reasoning for Referring Expression Segmentation
by: Wang, Yihao, et al.
Published: (2026)

HybridToken-VLM: Hybrid Token Compression for Vision-Language Models
by: Zhang, Jusheng, et al.
Published: (2025)

Guardian: Decoupling Exploration from Safety in Reinforcement Learning
by: Cai, Kaitong, et al.
Published: (2025)

Top-Down Semantic Refinement for Image Captioning
by: Zhang, Jusheng, et al.
Published: (2025)

Spectral Gating Networks
by: Zhang, Jusheng, et al.
Published: (2026)

A Stepwise Distillation Learning Strategy for Non-differentiable Visual Programming Frameworks on Visual Reasoning Tasks
by: Wan, Wentao, et al.
Published: (2023)

PTTA: A Pure Text-to-Animation Framework for High-Quality Creation
by: Chen, Ruiqi, et al.
Published: (2025)

Backward-Friendly Optimization: Training Large Language Models with Approximate Gradients under Memory Constraints
by: Yang, Jing, et al.
Published: (2025)

HiVA: Self-organized Hierarchical Variable Agent via Goal-driven Semantic-Topological Evolution
by: Tang, Jinzhou, et al.
Published: (2025)

Process-of-Thought Reasoning for Videos
by: Zhang, Jusheng, et al.
Published: (2026)

SR-FoT: A Syllogistic-Reasoning Framework of Thought for Large Language Models Tackling Knowledge-based Reasoning Tasks
by: Wan, Wentao, et al.
Published: (2025)

Design Experiments to Compare Multi-armed Bandit Algorithms
by: Meng, Huiling, et al.
Published: (2026)

Large Language Models as Discounted Bayesian Filters
by: Zhang, Jensen, et al.
Published: (2025)

MM-CoT:A Benchmark for Probing Visual Chain-of-Thought Reasoning in Multimodal Models
by: Zhang, Jusheng, et al.
Published: (2025)

A Scalable Curiosity-Driven Game-Theoretic Framework for Long-Tail Multi-Label Learning in Data Mining
by: Yang, Jing, et al.
Published: (2026)

Minstrel: Structural Prompt Generation with Multi-Agents Coordination for Non-AI Experts
by: Wang, Ming, et al.
Published: (2024)

Adaptive-VoCo: Complexity-Aware Visual Token Compression for Vision-Language Models
by: Guo, Xiaoyang, et al.
Published: (2025)

A Unified Virtual Mixture-of-Experts Framework:Enhanced Inference and Hallucination Mitigation in Single-Model System
by: Liu, Mingyan
Published: (2025)