Cover Image

SMAC-R1: The Emergence of Intelligence in Decision-Making Tasks

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Deng, Yue, Ma, Weiyu, Fan, Yuxin, Song, Ruyi, Zhang, Yin, Zhang, Haifeng, Zhao, Jian
Format:	Preprint
Published:	2024
Subjects:	Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

SMAC-Hard: Enabling Mixed Opponent Strategy Script and Self-play on SMAC
by: Deng, Yue, et al.
Published: (2024)

EvoCurr: Self-evolving Curriculum with Behavior Code Generation for Complex Decision-making
by: Cheng, Yang, et al.
Published: (2025)

TacticCraft: Natural Language-Driven Tactical Adaptation for StarCraft II
by: Ma, Weiyu, et al.
Published: (2025)

Multimodal Agricultural Agent Architecture (MA3): A New Paradigm for Intelligent Agricultural Decision-Making
by: Xu, Zhuoning, et al.
Published: (2025)

Think, Speak, Decide: Language-Augmented Multi-Agent Reinforcement Learning for Economic Decision-Making
by: Ma, Heyang, et al.
Published: (2025)

Adaptive Command: Real-Time Policy Adjustment via Language Models in StarCraft II
by: Ma, Weiyu, et al.
Published: (2025)

SMAC: Score-Matched Actor-Critics for Robust Offline-to-Online Transfer
by: de Lara, Nathan Samuel, et al.
Published: (2026)

Adversarial Testing in LLMs: Insights into Decision-Making Vulnerabilities
by: Zhang, Lili, et al.
Published: (2025)

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

Token-level Direct Preference Optimization
by: Zeng, Yongcheng, et al.
Published: (2024)

Beyond Recommender: An Exploratory Study of the Effects of Different AI Roles in AI-Assisted Decision Making
by: Ma, Shuai, et al.
Published: (2024)

When AI Persuades: Adversarial Explanation Attacks on Human Trust in AI-Assisted Decision Making
by: Fan, Shutong, et al.
Published: (2026)

Ask more, know better: Reinforce-Learned Prompt Questions for Decision Making with Large Language Models
by: Yan, Xue, et al.
Published: (2023)

Asking Before Acting: Gather Information in Embodied Decision Making with Language Models
by: Chen, Xiaoyu, et al.
Published: (2023)

SOLID: a Framework of Synergizing Optimization and LLMs for Intelligent Decision-Making
by: Wang, Yinsheng, et al.
Published: (2025)

Translating the Rashomon Effect to Sequential Decision-Making Tasks
by: Gross, Dennis, et al.
Published: (2025)

Visualization Biases MLLM's Decision Making in Network Data Tasks
by: Brand, Timo, et al.
Published: (2025)

Towards Safer Large Reasoning Models by Promoting Safety Decision-Making before Chain-of-Thought Generation
by: Chen, Jianan, et al.
Published: (2026)

Large Language Models Play StarCraft II: Benchmarks and A Chain of Summarization Approach
by: Ma, Weiyu, et al.
Published: (2023)

The Consistency-Acceptability Divergence of LLMs in Judicial Decision-Making: Task and Stakeholder Dimensions
by: MingDa, Zhang, et al.
Published: (2025)

Reflecting with Two Voices: A Co-Adaptive Dual-Strategy Framework for LLM-Based Agent Decision Making
by: Zhang, Wentao, et al.
Published: (2025)

Extending the Entropic Potential of Events for Uncertainty Quantification and Decision-Making in Artificial Intelligence
by: Zilberman, Mark
Published: (2025)

Scaling Artificial Intelligence for Digital Wargaming in Support of Decision-Making
by: Black, Scotty, et al.
Published: (2024)

Autonomous Artificial Intelligence Agents for Clinical Decision Making in Oncology
by: Ferber, Dyke, et al.
Published: (2024)

IDEA: An Interpretable and Editable Decision-Making Framework for LLMs via Verbal-to-Numeric Calibration
by: He, Yanji, et al.
Published: (2026)

EconGym: A Scalable AI Testbed with Diverse Economic Tasks
by: Mi, Qirui, et al.
Published: (2025)

Controlling Large Language Model-based Agents for Large-Scale Decision-Making: An Actor-Critic Approach
by: Zhang, Bin, et al.
Published: (2023)

Topology Enhanced MARL for Multi-Vehicle Cooperative Decision-Making of CAVs
by: Han, Ye, et al.
Published: (2025)

LLMs for High-Frequency Decision-Making: Normalized Action Reward-Guided Consistency Policy Optimization
by: Zhao, Yang, et al.
Published: (2026)

Embodied Agent Interface: Benchmarking LLMs for Embodied Decision Making
by: Li, Manling, et al.
Published: (2024)

Task-Aware Harmony Multi-Task Decision Transformer for Offline Reinforcement Learning
by: Fan, Ziqing, et al.
Published: (2024)

Emergency Preemption Without Online Exploration: A Decision Transformer Approach
by: Su, Haoran, et al.
Published: (2026)

Investigating the Impact of LLM Personality on Cognitive Bias Manifestation in Automated Decision-Making Tasks
by: He, Jiangen, et al.
Published: (2025)

Position: Foundation Agents as the Paradigm Shift for Decision Making
by: Liu, Xiaoqian, et al.
Published: (2024)

VLASCD: A Visual Language Action Model for Simultaneous Chatting and Decision Making
by: Tang, Zuojin, et al.
Published: (2024)

Reinforcement Learning-Augmented LLM Agents for Collaborative Decision Making and Performance Optimization
by: Qiu, Dong, et al.
Published: (2025)

Online Pareto-Optimal Decision-Making for Complex Tasks using Active Inference
by: Amorese, Peter, et al.
Published: (2024)

$R^3$: "This is My SQL, Are You With Me?" A Consensus-Based Multi-Agent System for Text-to-SQL Tasks
by: Xia, Hanchen, et al.
Published: (2024)

The Two-Stage Decision-Sampling Hypothesis: Understanding the Emergence of Self-Reflection in RL-Trained LLMs
by: Zhao, Zibo, et al.
Published: (2026)

DARA: Few-shot Budget Allocation in Online Advertising via In-Context Decision Making with RL-Finetuned LLMs
by: Song, Mingxuan, et al.
Published: (2026)