Cover Image

Modeling Hawkish-Dovish Latent Beliefs in Multi-Agent Debate-Based LLMs for Monetary Policy Decision Classification

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Takano, Kaito, Hirano, Masanori, Nakagawa, Kei
Format:	Preprint
Published:	2025
Subjects:	Computational Finance Artificial Intelligence Multiagent Systems
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

A Multi-agent Market Model Can Explain the Impact of AI Traders in Financial Markets -- A New Microfoundations of GARCH model
by: Nakagawa, Kei, et al.
Published: (2024)

Modelling Opaque Bilateral Market Dynamics in Financial Trading: Insights from a Multi-Agent Simulation Study
by: Vidler, Alicia, et al.
Published: (2024)

Towards Selection as Power: Bounding Decision Authority in Autonomous Agents
by: Rodriguez, Jose Manuel de la Chica, et al.
Published: (2026)

Collaborative Belief Reasoning with LLMs for Efficient Multi-Agent Collaboration
by: Wang, Zhimin, et al.
Published: (2025)

CortexDebate: Debating Sparsely and Equally for Multi-Agent Debate
by: Sun, Yiliu, et al.
Published: (2025)

Toward Reliable Evaluation of LLM-Based Financial Multi-Agent Systems: Taxonomy, Coordination Primacy, and Cost Awareness
by: Nguyen, Phat, et al.
Published: (2026)

Learning to Aggregate Zero-Shot LLM Agents for Corporate Disclosure Classification
by: Kirtac, Kemal
Published: (2026)

Hierarchical LLM-Based Multi-Agent Framework with Prompt Optimization for Multi-Robot Task Planning
by: Kawabe, Tomoya, et al.
Published: (2026)

Voting or Consensus? Decision-Making in Multi-Agent Debate
by: Kaesberg, Lars Benedikt, et al.
Published: (2025)

Collaboration Dynamics and Reliability Challenges of Multi-Agent LLM Systems in Finite Element Analysis
by: Tian, Chuan, et al.
Published: (2024)

When Stress Becomes Signal: Detecting Antifragility-Compatible Regimes in Multi-Agent LLM Systems
by: de la Chica, Jose Manuel, et al.
Published: (2026)

Evaluating Theory of Mind and Internal Beliefs in LLM-Based Multi-Agent Systems
by: Kostka, Adam, et al.
Published: (2026)

Automatic Differentiation of Agent-Based Models
by: Quera-Bofarull, Arnau, et al.
Published: (2025)

Operating-Layer Controls for Onchain Language-Model Agents Under Real Capital
by: Barton, T. J., et al.
Published: (2026)

BioDiscoveryAgent: An AI Agent for Designing Genetic Perturbation Experiments
by: Roohani, Yusuf, et al.
Published: (2024)

Heterogeneous Consensus-Progressive Reasoning for Efficient Multi-Agent Debate
by: Liu, Yiqing, et al.
Published: (2026)

Designing Heterogeneous LLM Agents for Financial Sentiment Analysis
by: Xing, Frank
Published: (2024)

DLM: Unified Decision Language Models for Offline Multi-Agent Sequential Decision Making
by: Zhang, Zhuohui, et al.
Published: (2026)

Maestro: Learning to Collaborate via Conditional Listwise Policy Optimization for Multi-Agent LLMs
by: Yang, Wei, et al.
Published: (2025)

Agent Trading Arena: A Study on Numerical Understanding in LLM-Based Agents
by: Ma, Tianmi, et al.
Published: (2025)

When Identity Skews Debate: Anonymization for Bias-Reduced Multi-Agent Reasoning
by: Choi, Hyeong Kyu, et al.
Published: (2025)

Debate-Feedback: A Multi-Agent Framework for Efficient Legal Judgment Prediction
by: Chen, Xi, et al.
Published: (2025)

XGBoost Learning of Dynamic Wager Placement for In-Play Betting on an Agent-Based Model of a Sports Betting Exchange
by: Terawong, Chawin, et al.
Published: (2024)

AgentMixer: Multi-Agent Correlated Policy Factorization
by: Li, Zhiyuan, et al.
Published: (2024)

From Debate to Decision: Conformal Social Choice for Safe Multi-Agent Deliberation
by: Wang, Mengdie Flora, et al.
Published: (2026)

Designing Agentic AI-Based Screening for Portfolio Investment
by: Caner, Mehmet, et al.
Published: (2026)

Counterfactual Multi-Agent Policy Gradients
by: Foerster, Jakob, et al.
Published: (2017)

Multi-Agent Guided Policy Optimization
by: Li, Yueheng, et al.
Published: (2025)

PIANIST: Learning Partially Observable World Models with LLMs for Multi-Agent Decision Making
by: Light, Jonathan, et al.
Published: (2024)

The Cost of Consensus: Isolated Self-Correction Prevails Over Unguided Homogeneous Multi-Agent Debate
by: Bertalanič, Blaž, et al.
Published: (2026)

Automating Structural Engineering Workflows with Large Language Model Agents
by: Liang, Haoran, et al.
Published: (2025)

Lang-PINN: From Language to Physics-Informed Neural Networks via a Multi-Agent Framework
by: He, Xin, et al.
Published: (2025)

Selection as Power: Constrained Reinforcement for Bounded Decision Authority
by: Rodriguez, Jose Manuel de la Chica, et al.
Published: (2026)

TAPE: Leveraging Agent Topology for Cooperative Multi-Agent Policy Gradient
by: Lou, Xingzhou, et al.
Published: (2023)

Counterfactual Effect Decomposition in Multi-Agent Sequential Decision Making
by: Triantafyllou, Stelios, et al.
Published: (2024)

Multi-Agent Intelligence for Multidisciplinary Decision-Making in Gastrointestinal Oncology
by: Zhang, Rongzhao, et al.
Published: (2025)

Language Models Refine Mechanical Linkage Designs Through Symbolic Reflection and Modular Optimisation
by: Gandarela, João Pedro, et al.
Published: (2026)

Measuring Policy Distance for Multi-Agent Reinforcement Learning
by: Hu, Tianyi, et al.
Published: (2024)

Data-Efficient Multi-Agent Spatial Planning with LLMs
by: Su, Huangyuan, et al.
Published: (2025)

Simulating Multi-Stakeholder Decision-Making with Generative Agents in Urban Planning
by: Gao, Jin, et al.
Published: (2024)