Key papers

• AutoMem: Automated Learning of Memory as a Cognitive Skill (2026)
  Shengguang Wu et al.
  9.35
• Mean Field Reinforcement Learning (2026)
  Ren\'e Carmona et al.
  5.49
• Memory-Native Non-Terrestrial Networks for Embodied Intelligence (2026)
  Chengyang Li et al.
  4.39
• Active Sensing for RIS-Aided Tracking and Power Control: A Hybrid Neuroevolution and Supervised Learning Approach (2026)
  George Stamatelis et al.
  4.39
• HydraCollab: Adaptive Collaborative-Perception for Distributed Autonomous Systems (2026)
  Luke Chen et al.
  4.39
• Agri-SAGE: Simulation-Grounded Multi-Agent LLM for Context-Aware Agricultural Advisory Generation (2026)
  Vedant Balasubramaniam et al.
  4.39
• CausalSteward: An Agentic Divide-Conquer-Combine Copilot for Causal Discovery (2026)
  Nicholas Tagliapietra et al.
  4.39
• Hardware-Enforced Semantic Coordination for Safety-Critical Real-Time Autonomous Systems (2026)
  Uwe M. Borghoff et al.
  4.39
• What LLM Agents Say When No One Is Watching: Social Structure and Latent Objective Emergence in Multi-Agent Debates (2026)
  Arman Ghaffarizadeh et al.
  4.39
• Autonomic Federated-Market Orchestration for the Edge-Cloud Continuum (2026)
  Lauri Lov\'en et al.
  4.27
• MMAO-Cls: Metabolic Multi-Agent Optimization for Joint Feature Selection and Classifier Tuning (2026)
  Jinliang Xu et al.
  3.51
• The Athenian Academy: A Seven-Layer Architecture Model for Multi-Agent Systems (2025)
  Lidong Zhai et al.
  2.76
• From Personas to Plot: Character-Grounded Multi-Agent Story Generation for Long-Form Narratives (2026)
  Aayush Aluru et al.
  2.00
• AgentFAIR: A Multi-Agent Collaborative Framework for FAIRness Evaluation of Geospatial Datasets (2026)
  Ming Chen et al.
  2.00
• Predictive Lightweight MARL for Resilient Coverage in Sparse-Signaling Aerial Networks (2026)
  Chuan-Chi Lai et al.
  2.00
• TRACE-ROUTER: Task-Consistent and Adaptive Online Routing for Agentic AI (2026)
  Ritik Raj et al.
  2.00
• OpenAgenet / OAN White Paper: Open Infrastructure for Trusted Agent Interconnection (2026)
  Jinliang Xu
  1.94
• Collaborative AI Agents and Critics for Fault Detection and Cause Analysis in Network Telemetry (2026)
  Syed Eqbal Alam and Zhan Shu
  1.83
• Agentic Federated Learning: The Future of Distributed Training Orchestration (2026)
  Rafael O. Jarczewski and Gabriel U. Talasso and Leandro Villas and Allan M. de Souza
  1.83
• The Coordination Gap: Multi-Agent Alternation Metrics for Temporal Fairness in Repeated Games (2026)
  Nikolaos Al. Papadopoulos et al.
  1.78
• Agentic SPARQL: Evaluating SPARQL-MCP-powered Intelligent Agents on the Federated KGQA Benchmark (2026)
  Daniel Dobriy et al.
  1.78
• DeepFusion: Accelerating MoE Training via Federated Knowledge Distillation from Heterogeneous Edge Devices (2026)
  Songyuan Li et al.
  1.72
• Beyond Context Sharing: A Unified Agent Communication Protocol (ACP) for Secure, Federated, and Autonomous Agent-to-Agent (A2A) Orchestration (2026)
  Naveen Kumar Krishnan
  1.72
• Self-Evolving Multi-Agent Network for Industrial IoT Predictive Maintenance (2026)
  Rebin Saleh et al.
  1.72
• Learning to Collaborate: An Orchestrated-Decentralized Framework for Peer-to-Peer LLM Federation (2026)
  Inderjeet Singh et al.
  1.67
• Embodiment-Induced Coordination Regimes in Tabular Multi-Agent Q-Learning (2026)
  Muhammad Ahmed Atif et al.
  1.67
• Zero-Trust Agentic Federated Learning for Secure IIoT Defense Systems (2025)
  Samaresh Kumar Singh et al.
  1.61
• SCP: Accelerating Discovery with a Global Web of Autonomous Scientific Agents (2025)
  Yankai Jiang et al.
  1.61
• Characterising Global Platforms: Centralised, Decentralised, Federated, and Grassroots (2025)
  Ehud Shapiro
  1.56
• BIPPO: Budget-Aware Independent PPO for Energy-Efficient Federated Learning Services (2025)
  Anna Lackinger et al.
  1.56
• Hierarchical Federated Graph Attention Networks for Scalable and Resilient UAV Collision Avoidance (2025)
  Rathin Chandra Shit et al.
  1.56
• FLARE: Adaptive Multi-Dimensional Reputation for Robust Client Reliability in Federated Learning (2025)
  Abolfazl Younesi et al.
  1.56
• Robust Federated Inference (2025)
  Akash Dhasade et al.
  1.50
• Federated Split Learning for Resource-Constrained Robots in Industrial IoT: Framework Comparison, Optimization Strategies, and Future Directions (2025)
  Wanli Ni et al.
  1.50
• Multitask Learning with Learned Task Relationships (2025)
  Zirui Wan and Stefan Vlaski
  1.50
• Personalized Collaborative Learning with Affinity-Based Variance Reduction (2025)
  Chenyu Zhang and Navid Azizan
  1.50
• LAFA: Agentic LLM-Driven Federated Analytics over Decentralized Data Sources (2025)
  Haichao Ji et al.
  1.50
• Local Performance vs. Out-of-Distribution Generalization: An Empirical Analysis of Personalized Federated Learning in Heterogeneous Data Environments (2025)
  Mortesa Hussaini et al.
  1.50
• FedAgentBench: Towards Automating Real-world Federated Medical Image Analysis with Server-Client LLM Agents (2025)
  Pramit Saha et al.
  1.44
• Upgrade or Switch: Do We Need a Next-Gen Trusted Architecture for the Internet of AI Agents? (2025)
  Ramesh Raskar et al.
  1.28
• Autonomous Cyber Resilience via a Co-Evolutionary Arms Race within a Fortified Digital Twin Sandbox (2025)
  Malikussaid et al.
  1.28
• Online Federation For Mixtures of Proprietary Agents with Black-Box Encoders (2025)
  Xuwei Yang and Fatemeh Tavakoli and David B. Emerson and Anastasis Kratsios
  1.22
• MobileA3gent: Training Mobile GUI Agents Using Decentralized Self-Sourced Data from Diverse Users (2025)
  Wenhao Wang et al.
  1.06
• Distributed Multi-Agent Reinforcement Learning with One-hop Neighbors and Compute Straggler Mitigation (2022)
  Baoqian Wang et al.
  0.00
• A Metamodel and Framework for AGI (2020)
  Hugo Latapie and Ozkan Kilic
  —
• Participatory Budgeting with Project Groups (2020)
  Pallavi Jain et al.
  —
• Operation-based Collaborative Data Sharing for Distributed Systems (2021)
  Masato Takeichi
  —
• A Capability-based Distributed Authorization System to Enforce Context-aware Permission Sequences (2022)
  Adrian Shuai Li et al.
  —
• ALIST: Associative Logic for Inference, Storage and Transfer. A Lingua Franca for Inference on the Web (2023)
  Kwabena Nuamah and Alan Bundy
  —
• Large Language Models Empowered Autonomous Edge AI for Connected Intelligence (2023)
  Yifei Shen et al.
  —
• A proposal for federated chatbots for distributed information access (extended version) (2023)
  Fernando Tricas-Garc\'ia
  —
• A Semantic-Aware Multiple Access Scheme for Distributed, Dynamic 6G-Based Applications (2024)
  Hamidreza Mazandarani et al.
  —
• Past, Present, Future: A Comprehensive Exploration of AI Use Cases in the UMBRELLA IoT Testbed (2024)
  Peizheng Li et al.
  —
• Decentralized Blockchain-based Robust Multi-agent Multi-armed Bandit (2024)
  Mengfan Xu et al.
  —
• Causal Influence in Federated Edge Inference (2024)
  Mert Kayaalp et al.
  —
• Organizing a Society of Language Models: Structures and Mechanisms for Enhanced Collective Intelligence (2024)
  Silvan Ferreira et al.
  —