Cover Image

LLM-Hanabi: Evaluating Multi-Agent Gameplays with Theory-of-Mind and Rationale Inference in Imperfect Information Collaboration Game

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Liang, Fangzhou, Zheng, Tianshi, Chan, Chunkit, Yim, Yauwai, Song, Yangqiu
Format:	Preprint
Published:	2025
Subjects:	Artificial Intelligence Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Evaluating and Enhancing LLMs Agent based on Theory of Mind in Guandan: A Multi-Player Cooperative Game under Imperfect Information
by: Yim, Yauwai, et al.
Published: (2024)

DixitWorld: Evaluating Multimodal Abductive Reasoning in Vision-Language Models with Multi-Agent Dixit Gameplay
by: Mo, Yunxiang, et al.
Published: (2025)

Text-Tuple-Table: Towards Information Integration in Text-to-Table Generation via Global Tuple Extraction
by: Deng, Zheye, et al.
Published: (2024)

NegotiationToM: A Benchmark for Stress-testing Machine Theory of Mind on Negotiation Surrounding
by: Chan, Chunkit, et al.
Published: (2024)

Constrained Reasoning Chains for Enhancing Theory-of-Mind in Large Language Models
by: Lin, Zizheng, et al.
Published: (2024)

CLR-Fact: Evaluating the Complex Logical Reasoning Capability of Large Language Models over Factual Knowledge
by: Zheng, Tianshi, et al.
Published: (2024)

Structuring the Unstructured: A Systematic Review of Text-to-Structure Generation for Agentic AI with a Universal Evaluation Framework
by: Deng, Zheye, et al.
Published: (2025)

XToM: Exploring the Multilingual Theory of Mind for Large Language Models
by: Chan, Chunkit, et al.
Published: (2025)

Persona Knowledge-Aligned Prompt Tuning Method for Online Debate
by: Chan, Chunkit, et al.
Published: (2024)

ActPlan-1K: Benchmarking the Procedural Planning Ability of Visual Language Models in Household Activities
by: Su, Ying, et al.
Published: (2024)

CritiCal: Can Critique Help LLM Uncertainty or Confidence Calibration?
by: Zong, Qing, et al.
Published: (2025)

INFERENCEDYNAMICS: Efficient Routing Across LLMs through Structured Capability and Knowledge Profiling
by: Shi, Haochen, et al.
Published: (2025)

EventGround: Narrative Reasoning by Grounding to Eventuality-centric Knowledge Graphs
by: Jiayang, Cheng, et al.
Published: (2024)

ChatGPT Evaluation on Sentence Level Relations: A Focus on Temporal, Causal, and Discourse Relations
by: Chan, Chunkit, et al.
Published: (2023)

LLM-Based Agent Society Investigation: Collaboration and Confrontation in Avalon Gameplay
by: Lan, Yihuai, et al.
Published: (2023)

Towards Multi-Agent Reasoning Systems for Collaborative Expertise Delegation: An Exploratory Design Study
by: Xu, Baixuan, et al.
Published: (2025)

InteGround: On the Evaluation of Verification and Retrieval Planning in Integrative Grounding
by: Jiayang, Cheng, et al.
Published: (2025)

ComparisonQA: Evaluating Factuality Robustness of LLMs Through Knowledge Frequency Control and Uncertainty
by: Zong, Qing, et al.
Published: (2024)

Sparks of Cooperative Reasoning: LLMs as Strategic Hanabi Agents
by: Ramesh, Mahesh, et al.
Published: (2026)

Simulate and Eliminate: Revoke Backdoors for Generative Large Language Models
by: Li, Haoran, et al.
Published: (2024)

LogiDynamics: Unraveling the Dynamics of Inductive, Abductive and Deductive Logical Inferences in LLM Reasoning
by: Zheng, Tianshi, et al.
Published: (2025)

PrivLM-Bench: A Multi-level Privacy Evaluation Benchmark for Language Models
by: Li, Haoran, et al.
Published: (2023)

KnowShiftQA: How Robust are RAG Systems when Textbook Knowledge Shifts in K-12 Education?
by: Zheng, Tianshi, et al.
Published: (2024)

MARS: Benchmarking the Metaphysical Reasoning Abilities of Language Models with a Multi-task Evaluation Dataset
by: Wang, Weiqi, et al.
Published: (2024)

Theory of Mind in Action: The Instruction Inference Task in Dynamic Human-Agent Collaboration
by: Saad, Fardin, et al.
Published: (2025)

Rethinking the Bounds of LLM Reasoning: Are Multi-Agent Discussions the Key?
by: Wang, Qineng, et al.
Published: (2024)

Theory of Mind for Multi-Agent Collaboration via Large Language Models
by: Li, Huao, et al.
Published: (2023)

The Cognitive Bandwidth Bottleneck: Shifting Long-Horizon Agent from Planning with Actions to Planning with Schemas
by: Xu, Baixuan, et al.
Published: (2025)

Advancing Abductive Reasoning in Knowledge Graphs through Complex Logical Hypothesis Generation
by: Bai, Jiaxin, et al.
Published: (2023)

ECon: On the Detection and Resolution of Evidence Conflicts
by: Jiayang, Cheng, et al.
Published: (2024)

Infusing Theory of Mind into Socially Intelligent LLM Agents
by: Hwang, EunJeong, et al.
Published: (2025)

Grammar and Gameplay-aligned RL for Game Description Generation with LLMs
by: Tanaka, Tsunehiko, et al.
Published: (2025)

From Automation to Autonomy: A Survey on Large Language Models in Scientific Discovery
by: Zheng, Tianshi, et al.
Published: (2025)

Rethinking Human Preference Evaluation of LLM Rationales
by: Li, Ziang, et al.
Published: (2025)

Suspicion-Agent: Playing Imperfect Information Games with Theory of Mind Aware GPT-4
by: Guo, Jiaxian, et al.
Published: (2023)

A Generalist Hanabi Agent
by: Sudhakar, Arjun V, et al.
Published: (2025)

SciResearcher: Scaling Deep Research Agents for Frontier Scientific Reasoning
by: Zheng, Tianshi, et al.
Published: (2026)

AutoSchemaKG: Autonomous Knowledge Graph Construction through Dynamic Schema Induction from Web-Scale Corpora
by: Bai, Jiaxin, et al.
Published: (2025)

Evaluating Human Alignment and Model Faithfulness of LLM Rationale
by: Fayyaz, Mohsen, et al.
Published: (2024)

Semantic, Orthographic, and Phonological Biases in Humans' Wordle Gameplay
by: Liang, Jiadong, et al.
Published: (2024)