Frontiers in Artificial Intelligence Research

Articles

• Multi-Agent Reinforcement Learning for Language-Based Social Deduction

  David R. Miller, Sophie L. Gagnon, James P. Wilson (Author)

  1-8

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• Urban Sustainability Assessment through Multi-Modal Learning: A Vision Transformer–Graph Neural Network Framework Integrating Remote Sensing and Economic Indicators

  Jiajiang Shen, Huaiyu Wang (Author)

  9-17

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• Interpretable and Lightweight Predictive Modelingfor Congestive Heart Failure Using ICU Electronic Health Records

  Ziwei Wang, Haoyun Zhang, Di Zhu, Chen Xie (Author)

  18-23

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• Robust Memory Update Mechanisms Against Poisoning Attacks in Multi-Agent Reinforcement Learning

  James Thompson, Oliver Bennett, Daniel Carter (Author)

  24-32

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• Entropy-Based Anomaly Detection for Memory Integrity Preservation in Multi-Agent Systems

  Lukas Meier, Camille Morel, Adrian Schmid (Author)

  33-42

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• Recent Advances in Intelligent MPPT Algorithms for Photovoltaic Systems: Performance Comparison and Application Analysis

  Xia Wei, Tadiwa Elisha Nyamasvisva (Author)

  43-54

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• Uncertainty-Aware Reinforcement Learning for Robust Decision Making in LLM-Agent Collaboration

  Maximilian R. Müller, Tobias F. Weber, Anna K. Schneider (Author)

  55-65

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• Temporal Difference Learning with Adaptive Horizon Control for Stable Multi-Step Collaborative Decisions

  Wei Chen, Jun Jie Tan, Li Wang (Author)

  66-75

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