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Continual Knowledge Updating in LLM Systems: Learning Through Multi-Timescale Memory Dynamics
Published in ArXiv cs.LG Recent Papers (2026)Subjects: “…Petroleum & Energy…”
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A Bayesian Approach for Task-Specific Next-Best-View Selection with Uncertain Geometry
Published in ArXiv cs.LG Recent Papers (2026)Subjects: “…Petroleum & Energy…”
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Proximal Projection for Doubly Sparse Regularized Models
Published in ArXiv cs.LG Recent Papers (2026)Subjects: “…Petroleum & Energy…”
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Gated Multimodal Learning for Interpretable Property Energy Performance Prediction and Retrofit Scenario Analysis
Published in ArXiv cs.LG Recent Papers (2026)Subjects: “…Petroleum & Energy…”
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Recursive Agent Optimization
Published in ArXiv cs.MA Recent Papers (2026)Subjects: “…Petroleum & Energy…”
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Cross-Modal Navigation with Multi-Agent Reinforcement Learning
Published in ArXiv cs.MA Recent Papers (2026)Subjects: “…Petroleum & Energy…”
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Coordination Matters: Evaluation of Cooperative Multi-Agent Reinforcement Learning
Published in ArXiv cs.MA Recent Papers (2026)Subjects: “…Petroleum & Energy…”
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Sustaining Cooperation in Populations Guided by AI: A Folk Theorem for LLMs
Published in ArXiv cs.MA Recent Papers (2026)Subjects: “…Petroleum & Energy…”
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Optimizing Social Utility in Sequential Experiments
Published in ArXiv cs.MA Recent Papers (2026)Subjects: “…Petroleum & Energy…”
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AgenticPrecoding: LLM-Empowered Multi-Agent System for Precoding Optimization
Published in ArXiv cs.MA Recent Papers (2026)Subjects: “…Petroleum & Energy…”
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Independent Learning of Nash Equilibria in Partially Observable Markov Potential Games with Decoupled Dynamics
Published in ArXiv cs.MA Recent Papers (2026)Subjects: “…Petroleum & Energy…”
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From Agent Loops to Deterministic Graphs: Execution Lineage for Reproducible AI-Native Work
Published in ArXiv cs.MA Recent Papers (2026)Subjects: “…Petroleum & Energy…”
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Improving the Efficiency of Language Agent Teams with Adaptive Task Graphs
Published in ArXiv cs.MA Recent Papers (2026)Subjects: “…Petroleum & Energy…”
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Power-Efficiency and Scalability Analysis of Magnetically-Actuated Satellite Swarms via Convex Optimization
Published in ArXiv cs.MA Recent Papers (2026)Subjects: “…Petroleum & Energy…”
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Multiagent Stochastic Shortest Path Problem
Published in ArXiv cs.MA Recent Papers (2026)Subjects: “…Petroleum & Energy…”
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BioResearcher: Scenario-Guided Multi-Agent for Translational Medicine
Published in ArXiv cs.MA Recent Papers (2026)Subjects: “…Petroleum & Energy…”
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Auto Research with Specialist Agents Develops Effective and Non-Trivial Training Recipes
Published in ArXiv cs.MA Recent Papers (2026)Subjects: “…Petroleum & Energy…”
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Active Learning for Communication Structure Optimization in LLM-Based Multi-Agent Systems
Published in ArXiv cs.MA Recent Papers (2026)Subjects: “…Petroleum & Energy…”
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Retrieval-Conditioned Topology Selection with Provable Budget Conservation for Multi-Agent Code Generation
Published in ArXiv cs.MA Recent Papers (2026)Subjects: “…Petroleum & Energy…”
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FinRAG-12B: A Production-Validated Recipe for Grounded Question Answering in Banking
Published in ArXiv cs.MA Recent Papers (2026)Subjects: “…Petroleum & Energy…”
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