Beyond Scaling: Assessing Strategic Reasoning and Rapid Decision-Making Capability of LLMs in Zero-sum Environments
Fuente:
arXiv
Guardado en:
| Autores principales: | Li, Yang, Chen, Xing, Liu, Yutao, Qi, Gege, BI, Yanxian, Wang, Zizhe, Zhang, Yunjian, Zhu, Yao |
|---|---|
| Formato: | Preprint |
| Publicado: |
2026
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Towards Understanding How Knowledge Evolves in Large Vision-Language Models
por: Wang, Sudong, et al.
Publicado: (2025)
por: Wang, Sudong, et al.
Publicado: (2025)
SpatialBench: Benchmarking Multimodal Large Language Models for Spatial Cognition
por: Xu, Peiran, et al.
Publicado: (2025)
por: Xu, Peiran, et al.
Publicado: (2025)
CAPO: Reinforcing Consistent Reasoning in Medical Decision-Making
por: Jiang, Songtao, et al.
Publicado: (2025)
por: Jiang, Songtao, et al.
Publicado: (2025)
Think 360°: Evaluating the Width-centric Reasoning Capability of MLLMs Beyond Depth
por: Chen, Mingrui, et al.
Publicado: (2026)
por: Chen, Mingrui, et al.
Publicado: (2026)
Do LLMs Understand Visual Anomalies? Uncovering LLM's Capabilities in Zero-shot Anomaly Detection
por: Zhu, Jiaqi, et al.
Publicado: (2024)
por: Zhu, Jiaqi, et al.
Publicado: (2024)
RS-OOD: A Vision-Language Augmented Framework for Out-of-Distribution Detection in Remote Sensing
por: Wang, Chenhao, et al.
Publicado: (2025)
por: Wang, Chenhao, et al.
Publicado: (2025)
SOPSeg: Prompt-based Small Object Instance Segmentation in Remote Sensing Imagery
por: Wang, Chenhao, et al.
Publicado: (2025)
por: Wang, Chenhao, et al.
Publicado: (2025)
An Efficient Framework for Enhancing Discriminative Models via Diffusion Techniques
por: Li, Chunxiao, et al.
Publicado: (2024)
por: Li, Chunxiao, et al.
Publicado: (2024)
Exploring Decision-Making Capabilities of LLM Agents: An Experimental Study on Jump-Jump Game
por: Li, Juwu
Publicado: (2025)
por: Li, Juwu
Publicado: (2025)
Angle of Arrival Estimation with Transformer: A Sparse and Gridless Method with Zero-Shot Capability
por: Zhu, Zhaoxuan, et al.
Publicado: (2024)
por: Zhu, Zhaoxuan, et al.
Publicado: (2024)
Unlocking Multilingual Reasoning Capability of LLMs and LVLMs through Representation Engineering
por: Li, Qiming, et al.
Publicado: (2025)
por: Li, Qiming, et al.
Publicado: (2025)
HAZARD Challenge: Embodied Decision Making in Dynamically Changing Environments
por: Zhou, Qinhong, et al.
Publicado: (2024)
por: Zhou, Qinhong, et al.
Publicado: (2024)
Sliding-Window Merging for Compacting Patch-Redundant Layers in LLMs
por: Ding, Xuan, et al.
Publicado: (2025)
por: Ding, Xuan, et al.
Publicado: (2025)
TOMATO: Assessing Visual Temporal Reasoning Capabilities in Multimodal Foundation Models
por: Shangguan, Ziyao, et al.
Publicado: (2024)
por: Shangguan, Ziyao, et al.
Publicado: (2024)
Making Large Language Models Better Planners with Reasoning-Decision Alignment
por: Huang, Zhijian, et al.
Publicado: (2024)
por: Huang, Zhijian, et al.
Publicado: (2024)
Noise Diffusion for Enhancing Semantic Faithfulness in Text-to-Image Synthesis
por: Miao, Boming, et al.
Publicado: (2024)
por: Miao, Boming, et al.
Publicado: (2024)
Open-Nav: Exploring Zero-Shot Vision-and-Language Navigation in Continuous Environment with Open-Source LLMs
por: Qiao, Yanyuan, et al.
Publicado: (2024)
por: Qiao, Yanyuan, et al.
Publicado: (2024)
RemoteZero: Geospatial Reasoning with Zero Human Annotations
por: Yao, Liang, et al.
Publicado: (2026)
por: Yao, Liang, et al.
Publicado: (2026)
Chain-of-Thought Degrades Visual Spatial Reasoning Capabilities of Multimodal LLMs
por: Kancheti, Sai Srinivas, et al.
Publicado: (2026)
por: Kancheti, Sai Srinivas, et al.
Publicado: (2026)
Strat-Reasoner: Reinforcing Strategic Reasoning of LLMs in Multi-Agent Games
por: He, Yidong, et al.
Publicado: (2026)
por: He, Yidong, et al.
Publicado: (2026)
UCAgents: Unidirectional Convergence for Visual Evidence Anchored Multi-Agent Medical Decision-Making
por: Feng, Qianhan, et al.
Publicado: (2025)
por: Feng, Qianhan, et al.
Publicado: (2025)
V-Zero: Self-Improving Multimodal Reasoning with Zero Annotation
por: Wang, Han, et al.
Publicado: (2026)
por: Wang, Han, et al.
Publicado: (2026)
DoubleTake: Contrastive Reasoning for Faithful Decision-Making in Medical Imaging
por: Patel, Daivik, et al.
Publicado: (2026)
por: Patel, Daivik, et al.
Publicado: (2026)
Beyond Specialization: Assessing the Capabilities of MLLMs in Age and Gender Estimation
por: Kuprashevich, Maksim, et al.
Publicado: (2024)
por: Kuprashevich, Maksim, et al.
Publicado: (2024)
AGIR: Assessing 3D Gait Impairment with Reasoning based on LLMs
por: Wang, Diwei, et al.
Publicado: (2025)
por: Wang, Diwei, et al.
Publicado: (2025)
AdvLogo: Adversarial Patch Attack against Object Detectors based on Diffusion Models
por: Miao, Boming, et al.
Publicado: (2024)
por: Miao, Boming, et al.
Publicado: (2024)
Decoding Decision Reasoning: A Counterfactual-Powered Model for Knowledge Discovery
por: Fang, Yingying, et al.
Publicado: (2024)
por: Fang, Yingying, et al.
Publicado: (2024)
ShredBench: Evaluating the Semantic Reasoning Capabilities of Multimodal LLMs in Document Reconstruction
por: Guo, Zichun, et al.
Publicado: (2026)
por: Guo, Zichun, et al.
Publicado: (2026)
D2-Mamba: Dual-Scale Fusion and Dual-Path Scanning with SSMs for Shadow Removal
por: Li, Linhao, et al.
Publicado: (2025)
por: Li, Linhao, et al.
Publicado: (2025)
Unsupervised Domain Adaptive Lane Detection via Contextual Contrast and Aggregation
por: Zhou, Kunyang, et al.
Publicado: (2024)
por: Zhou, Kunyang, et al.
Publicado: (2024)
Quantum Conflict Measurement in Decision Making for Out-of-Distribution Detection
por: Dong, Yilin, et al.
Publicado: (2025)
por: Dong, Yilin, et al.
Publicado: (2025)
Multi-Agent Reinforcement Learning and Real-Time Decision-Making in Robotic Soccer for Virtual Environments
por: Taourirte, Aya, et al.
Publicado: (2025)
por: Taourirte, Aya, et al.
Publicado: (2025)
CEOs, Information, and Decision Making: Scanning the Environment for Strategic Advantage.
por: Auster, Ethel, et al.
Publicado: (1994)
por: Auster, Ethel, et al.
Publicado: (1994)
Object Navigation with Structure-Semantic Reasoning-Based Multi-level Map and Multimodal Decision-Making LLM
por: Yan, Chongshang, et al.
Publicado: (2025)
por: Yan, Chongshang, et al.
Publicado: (2025)
Video-MSR: Benchmarking Multi-hop Spatial Reasoning Capabilities of MLLMs
por: Zhu, Rui, et al.
Publicado: (2026)
por: Zhu, Rui, et al.
Publicado: (2026)
EarthSpatialBench: Benchmarking Spatial Reasoning Capabilities of Multimodal LLMs on Earth Imagery
por: Xu, Zelin, et al.
Publicado: (2026)
por: Xu, Zelin, et al.
Publicado: (2026)
Prism: A Framework for Decoupling and Assessing the Capabilities of VLMs
por: Qiao, Yuxuan, et al.
Publicado: (2024)
por: Qiao, Yuxuan, et al.
Publicado: (2024)
SGDM: Static-Guided Dynamic Module Make Stronger Visual Models
por: Xing, Wenjie, et al.
Publicado: (2024)
por: Xing, Wenjie, et al.
Publicado: (2024)
V-MAGE: A Game Evaluation Framework for Assessing Vision-Centric Capabilities in Multimodal Large Language Models
por: Zheng, Xiangxi, et al.
Publicado: (2025)
por: Zheng, Xiangxi, et al.
Publicado: (2025)
Aligning AI with Public Values: Deliberation and Decision-Making for Governing Multimodal LLMs in Political Video Analysis
por: Sharma, Tanusree, et al.
Publicado: (2024)
por: Sharma, Tanusree, et al.
Publicado: (2024)
Ejemplares similares
-
Towards Understanding How Knowledge Evolves in Large Vision-Language Models
por: Wang, Sudong, et al.
Publicado: (2025) -
SpatialBench: Benchmarking Multimodal Large Language Models for Spatial Cognition
por: Xu, Peiran, et al.
Publicado: (2025) -
CAPO: Reinforcing Consistent Reasoning in Medical Decision-Making
por: Jiang, Songtao, et al.
Publicado: (2025) -
Think 360°: Evaluating the Width-centric Reasoning Capability of MLLMs Beyond Depth
por: Chen, Mingrui, et al.
Publicado: (2026) -
Do LLMs Understand Visual Anomalies? Uncovering LLM's Capabilities in Zero-shot Anomaly Detection
por: Zhu, Jiaqi, et al.
Publicado: (2024)