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ObjectGraph: From Document Injection to Knowledge Traversal -- A Native File Format for the Agentic Era
Published in ArXiv cs.MA Recent Papers (2026)Subjects: “…Petroleum & Energy…”
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Autonomous Traffic Signal Optimization Using Digital Twin and Agentic AI for Real-Time Decision-Making
Published in ArXiv cs.MA Recent Papers (2026)Subjects: “…Petroleum & Energy…”
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RoadMapper: A Multi-Agent System for Roadmap Generation of Solving Complex Research Problems
Published in ArXiv cs.MA Recent Papers (2026)Subjects: “…Petroleum & Energy…”
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Continuous-time q-learning for mean-field control with common noise, part-II: q-learning algorithms
Published in ArXiv cs.MA Recent Papers (2026)Subjects: “…Petroleum & Energy…”
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Continuous-time q-learning for mean-field control with common noise, part-I: Theoretical foundations
Published in ArXiv cs.MA Recent Papers (2026)Subjects: “…Petroleum & Energy…”
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Reinforced Agent: Inference-Time Feedback for Tool-Calling Agents
Published in ArXiv cs.MA Recent Papers (2026)Subjects: “…Petroleum & Energy…”
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When Roles Fail: Epistemic Constraints on Advocate Role Fidelity in LLM-Based Political Statement Analysis
Published in ArXiv cs.MA Recent Papers (2026)Subjects: “…Petroleum & Energy…”
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Nothing Deceives Like Success: Social Learning and the Illusion of Understanding in Science
Published in ArXiv cs.MA Recent Papers (2026)Subjects: “…Petroleum & Energy…”
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A High-Throughput Compute-Efficient POMDP Hide-And-Seek-Engine (HASE) for Multi-Agent Operations
Published in ArXiv cs.MA Recent Papers (2026)Subjects: “…Petroleum & Energy…”
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Bian Que: An Agentic Framework with Flexible Skill Arrangement for Online System Operations
Published in ArXiv cs.MA Recent Papers (2026)Subjects: “…Petroleum & Energy…”
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Preserving Disagreement: Architectural Heterogeneity and Coherence Validation in Multi-Agent Policy Simulation
Published in ArXiv cs.MA Recent Papers (2026)Subjects: “…Petroleum & Energy…”
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AGEL-Comp: A Neuro-Symbolic Framework for Compositional Generalization in Interactive Agents
Published in ArXiv cs.MA Recent Papers (2026)Subjects: “…Petroleum & Energy…”
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Split over $n$ resource sharing problem: Are fewer capable agents better than many simpler ones?
Published in ArXiv cs.MA Recent Papers (2026)Subjects: “…Petroleum & Energy…”
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When Agents Shop for You: Role Coherence in AI-Mediated Markets
Published in ArXiv cs.MA Recent Papers (2026)Subjects: “…Petroleum & Energy…”
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Agent Name Service (ANS): A Proof-of-Concept Trust Layer for Secure AI Agent Discovery, Identity, and Governance in Kubernetes
Published in ArXiv cs.MA Recent Papers (2026)Subjects: “…Petroleum & Energy…”
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Operating-Layer Controls for Onchain Language-Model Agents Under Real Capital
Published in ArXiv cs.MA Recent Papers (2026)Subjects: “…Petroleum & Energy…”
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I Would If I Could: Reasoning about Dynamics of Actions in Multi-Agent Systems
Published in ArXiv cs.MA Recent Papers (2026)Subjects: “…Petroleum & Energy…”
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Pythia: Toward Predictability-Driven Agent-Native LLM Serving
Published in ArXiv cs.MA Recent Papers (2026)Subjects: “…Petroleum & Energy…”
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Volitional Multiagent Atomic Transactions: Describing People and their Machines
Published in ArXiv cs.MA Recent Papers (2026)Subjects: “…Petroleum & Energy…”
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Should I Replan? Learning to Spot the Right Time in Robust MAPF Execution
Published in ArXiv cs.MA Recent Papers (2026)Subjects: “…Petroleum & Energy…”
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