Image de couverture de livre

From Debate to Equilibrium: Belief-Driven Multi-Agent LLM Reasoning via Bayesian Nash Equilibrium

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Yi, Xie, Zhou, Zhanke, Cao, Chentao, Niu, Qiyu, Liu, Tongliang, Han, Bo
Format:	Preprint
Publié:	2025
Sujets:	Machine Learning Computation and Language
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Envisioning Outlier Exposure by Large Language Models for Out-of-Distribution Detection
par: Cao, Chentao, et autres
Publié: (2024)

Beyond Nash Equilibrium: Achieving Bayesian Perfect Equilibrium with Belief Update Fictitious Play
par: Ju, Qi, et autres
Publié: (2024)

Nash Equilibrium and Belief Evolution in Differential Games
par: Zhou, Jiangjing, et autres
Publié: (2025)

Nash CoT: Multi-Path Inference with Preference Equilibrium
par: Zhang, Ziqi, et autres
Publié: (2024)

Noisy Test-Time Adaptation in Vision-Language Models
par: Cao, Chentao, et autres
Publié: (2025)

Belief-Driven Multi-Agent Collaboration via Approximate Perfect Bayesian Equilibrium for Social Simulation
par: Fang, Weiwei, et autres
Publié: (2026)

From Belief Entrenchment to Robust Reasoning in LLM Agents
par: Oh, Jihwan, et autres
Publié: (2025)

Rethinking How to Remember: Beyond Atomic Facts in Lifelong LLM Agent Memory
par: Sun, Jingwei, et autres
Publié: (2026)

From Passive to Active Reasoning: Can Large Language Models Ask the Right Questions under Incomplete Information?
par: Zhou, Zhanke, et autres
Publié: (2025)

AlphaApollo: A System for Deep Agentic Reasoning
par: Zhou, Zhanke, et autres
Publié: (2025)

iMAD: Intelligent Multi-Agent Debate for Efficient and Accurate LLM Inference
par: Fan, Wei, et autres
Publié: (2025)

LLM Unlearning with LLM Beliefs
par: Li, Kemou, et autres
Publié: (2025)

Eliciting Causal Abilities in Large Language Models for Reasoning Tasks
par: Wang, Yajing, et autres
Publié: (2024)

Self-signals Driven Multi-LLM Debate for Efficient and Accurate Reasoning
par: Chen, Xuhang, et autres
Publié: (2025)

Bayesian Distributionally Robust Nash Equilibrium and Its Application
par: Liu, Jian, et autres
Publié: (2024)

Iterative Hypothesis Generation for Scientific Discovery with Monte Carlo Nash Equilibrium Self-Refining Trees
par: Rabby, Gollam, et autres
Publié: (2025)

Can Language Models Perform Robust Reasoning in Chain-of-thought Prompting with Noisy Rationales?
par: Zhou, Zhanke, et autres
Publié: (2024)

Learning from Self-Debate: Preparing Reasoning Models for Multi-Agent Debate
par: Liu, Chenxi, et autres
Publié: (2026)

Reinforcement Nash Equilibrium Solver
par: Wang, Xinrun, et autres
Publié: (2024)

Physics Reasoner: Knowledge-Augmented Reasoning for Solving Physics Problems with Large Language Models
par: Pang, Xinyu, et autres
Publié: (2024)

Multi-Agent Debate with Memory Masking
par: Tian, Hongduan, et autres
Publié: (2026)

Discovering Expert-Level Nash Equilibrium Algorithms with Large Language Models
par: Li, Hanyu, et autres
Publié: (2025)

Learning to Break: Knowledge-Enhanced Reasoning in Multi-Agent Debate System
par: Wang, Haotian, et autres
Publié: (2023)

GRC: Unifying Reasoning-Driven Generation, Retrieval and Compression
par: Miao, Zhongtao, et autres
Publié: (2026)

Safe Multi-Agent Reinforcement Learning with Convergence to Generalized Nash Equilibrium
par: Li, Zeyang, et autres
Publié: (2024)

MAD-OPD: Breaking the Ceiling in On-Policy Distillation via Multi-Agent Debate
par: Wang, Jianze, et autres
Publié: (2026)

Graph Counselor: Adaptive Graph Exploration via Multi-Agent Synergy to Enhance LLM Reasoning
par: Gao, Junqi, et autres
Publié: (2025)

LLM Active Alignment: A Nash Equilibrium Perspective
par: Wang, Tonghan, et autres
Publié: (2026)

Generalized Bayesian Nash Equilibrium with Continuous Type and Action Spaces
par: Tao, Yuan, et autres
Publié: (2024)

Meta-Bayesian Nash Equilibrium: Existence via Kakutani's Fixed Point Theorem
par: Gordji, Madjid Eshaghi, et autres
Publié: (2026)

Deception in Nash Equilibrium Seeking
par: Tang, Michael, et autres
Publié: (2024)

Subgame Credible Nash Equilibrium
par: Seven, Mehmet Mars
Publié: (2022)

Stability for Nash Equilibrium Problems
par: Diao, Ruoyu, et autres
Publié: (2024)

Unlocking the Power of Multi-Agent LLM for Reasoning: From Lazy Agents to Deliberation
par: Zhang, Zhiwei, et autres
Publié: (2025)

Reinforce LLM Reasoning through Multi-Agent Reflection
par: Yuan, Yurun, et autres
Publié: (2025)

Debate-Driven Multi-Agent LLMs for Phishing Email Detection
par: Nguyen, Ngoc Tuong Vy, et autres
Publié: (2025)

Dynamic Role Assignment for Multi-Agent Debate
par: Zhang, Miao, et autres
Publié: (2026)

Adaptive Stopping for Multi-Turn LLM Reasoning
par: Zhou, Xiaofan, et autres
Publié: (2026)

Multiple LLM Agents Debate for Equitable Cultural Alignment
par: Ki, Dayeon, et autres
Publié: (2025)

Random Reshuffling-Based Distributed Nash Equilibrium Seeking
par: Hu, Jun, et autres
Publié: (2026)