Cover Image

Eigen-1: Adaptive Multi-Agent Refinement with Monitor-Based RAG for Scientific Reasoning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Tang, Xiangru, Xu, Wanghan, Wang, Yujie, Guo, Zijie, Shao, Daniel, Chen, Jiapeng, Zhang, Cixuan, Wang, Ziyi, Zhang, Lixin, Wan, Guancheng, Zhang, Wenlong, Bai, Lei, Yin, Zhenfei, Torr, Philip, Wang, Hanrui, Jin, Di
Format:	Preprint
Published:	2025
Subjects:	Computation and Language Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

ReCrit: Transition-Aware Reinforcement Learning for Scientific Critic Reasoning
by: Xu, Wanghan, et al.
Published: (2026)

Adaptive Safety-Critical Control for a Class of Nonlinear Systems with Parametric Uncertainties: A Control Barrier Function Approach
by: Wang, Yujie, et al.
Published: (2023)

LatentEvolve: Self-Evolving Test-Time Scaling in Latent Space
by: Zhang, Guibin, et al.
Published: (2025)

EarthSE: A Benchmark for Evaluating Earth Scientific Exploration Capability of LLMs
by: Xu, Wanghan, et al.
Published: (2025)

Dynamic Mixture of Latent Memories for Self-Evolving Agents
by: Yu, Dianzhi, et al.
Published: (2026)

VG-Refiner: Towards Tool-Refined Referring Grounded Reasoning via Agentic Reinforcement Learning
by: Wang, Yuji, et al.
Published: (2025)

Proxy Control Barrier Functions: Integrating Barrier-Based and Lyapunov-Based Safety-Critical Control Design
by: Wang, Yujie, et al.
Published: (2025)

Immersion and Invariance-based Disturbance Observer and Its Application to Safe Control
by: Wang, Yujie, et al.
Published: (2023)

Safe Control of Euler-Lagrange Systems with Limited Model Information
by: Wang, Yujie, et al.
Published: (2023)

Scaling Behaviors of LLM Reinforcement Learning Post-Training: An Empirical Study in Mathematical Reasoning
by: Tan, Zelin, et al.
Published: (2025)

GEM-RAG: Graphical Eigen Memories For Retrieval Augmented Generation
by: Rappazzo, Brendan Hogan, et al.
Published: (2024)

EigenData: A Self-Evolving Multi-Agent Platform for Function-Calling Data Synthesis, Auditing, and Repair
by: Chen, Jiaao, et al.
Published: (2026)

Self-Guided Diffusion Model for Accelerating Computational Fluid Dynamics
by: Li, Ruoyan, et al.
Published: (2025)

2-Geodesic-transitive graphs of order twice a prime power
by: Pan, Jiangmin, et al.
Published: (2026)

Behavioral Consistency Validation for LLM Agents: An Analysis of Trading-Style Switching through Stock-Market Simulation
by: Li, Zeping, et al.
Published: (2026)

RAG-Star: Enhancing Deliberative Reasoning with Retrieval Augmented Verification and Refinement
by: Jiang, Jinhao, et al.
Published: (2024)

SciReasoner: Laying the Scientific Reasoning Ground Across Disciplines
by: Wang, Yizhou, et al.
Published: (2025)

Paper2Poster: Towards Multimodal Poster Automation from Scientific Papers
by: Pang, Wei, et al.
Published: (2025)

Generalizing Weather Forecast to Fine-grained Temporal Scales via Physics-AI Hybrid Modeling
by: Xu, Wanghan, et al.
Published: (2024)

Diagnose, Localize, Align: A Full-Stack Framework for Reliable LLM Multi-Agent Systems under Instruction Conflicts
by: Wan, Guancheng, et al.
Published: (2025)

Strain‐Sensitive and Strain‐Insensitive Flexible Electronics for Healthcare Monitoring
by: Zheming Zhang, et al.
Published: (2025)

Exploring Representation-Aligned Latent Space for Better Generation
by: Xu, Wanghan, et al.
Published: (2025)

RefineRAG: Word-Level Poisoning Attacks via Retriever-Guided Text Refinement
by: Wang, Ziye, et al.
Published: (2026)

SpAtten: Efficient Sparse Attention Architecture with Cascade Token and Head Pruning
by: Wang, Hanrui, et al.
Published: (2020)

Earth Science Foundation Models: From Perception to Reasoning and Discovery
by: Zhao, Xiangyu, et al.
Published: (2026)

Review of Inference-Time Scaling Strategies: Reasoning, Search and RAG
by: Wang, Zhichao, et al.
Published: (2025)

Flow Field Reconstruction with Sensor Placement Policy Learning
by: Li, Ruoyan, et al.
Published: (2026)

Is 3-(F)WL Enough to Distinguish All 3D Graphs?
by: Xu, Wanghan
Published: (2024)

RAG+: Enhancing Retrieval-Augmented Generation with Application-Aware Reasoning
by: Wang, Yu, et al.
Published: (2025)

Shared Nature, Unique Nurture: PRISM for Pluralistic Reasoning via In-context Structure Modeling
by: Tu, Guancheng, et al.
Published: (2026)

Uncertainty-Guided Label Rebalancing for CPS Safety Monitoring
by: Ayotunde, John, et al.
Published: (2026)

Enhancing Low-Precision Sampling via Stochastic Gradient Hamiltonian Monte Carlo
by: Wang, Ziyi, et al.
Published: (2023)

Retrieval is Not Enough: Enhancing RAG Reasoning through Test-Time Critique and Optimization
by: Wei, Jiaqi, et al.
Published: (2025)

Learning to Refine: Self-Refinement of Parallel Reasoning in LLMs
by: Wang, Qibin, et al.
Published: (2025)

SciGPT: A Large Language Model for Scientific Literature Understanding and Knowledge Discovery
by: She, Fengyu, et al.
Published: (2025)

StraTA: Incentivizing Agentic Reinforcement Learning with Strategic Trajectory Abstraction
by: Xue, Xiangyuan, et al.
Published: (2026)

CoMAS: Co-Evolving Multi-Agent Systems via Interaction Rewards
by: Xue, Xiangyuan, et al.
Published: (2025)

An Extension and Refinement of the Brouwer-Schauder-Tychonoff Fixed Point Theorem
by: Cheng, Lixin, et al.
Published: (2026)

Step-Back Profiling: Distilling User History for Personalized Scientific Writing
by: Tang, Xiangru, et al.
Published: (2024)

OptiMVMap: Offline Vectorized Map Construction via Optimal Multi-vehicle Perspectives
by: Dan, Zedong, et al.
Published: (2026)