arXiv Artificial IntelligenceFrom State Synchronization to Cognitive Self-Evolution: An Operational Architecture for Cognitive Digital Twins
arXiv:2609.09625v1 Announce Type: new Abstract: As Digital Twin (DT) systems evolve beyond state…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceA Function-Space Approach to the Statistical Mechanics of Learning Dynamics
arXiv:2609.09589v1 Announce Type: new Abstract: Deep neural networks exhibit regular macroscopic behavior…
arXiv Artificial IntelligenceCityPlanner: A Sandbox Agent for Executable Urban Planning
arXiv:2609.09578v1 Announce Type: new Abstract: Urban planning is a real-world spatial optimization problem…
arXiv Artificial IntelligenceMulti-Agent Agentic Graph Learning via Structural Signatures
arXiv:2609.09565v1 Announce Type: new Abstract: Agentic graph learning (AGL) has recently achieved promising…
arXiv Artificial IntelligenceContractEval: Query-Conditioned Execution Matching for Procedural Instruction Conformance
arXiv:2609.09458v1 Announce Type: new Abstract: As LLM agents move from answering questions to carrying out…
arXiv Artificial IntelligenceDo Agents Know When They Succeed? Calibrating Agent Confidence from Internal Representations
arXiv:2609.09448v1 Announce Type: new Abstract: As agentic systems getting adopted rapidly in safety critical…
arXiv Artificial IntelligenceXAI-Arena: Can LLMs Assess the Quality of XAI Explanations?
arXiv:2609.09428v1 Announce Type: new Abstract: Evaluating the quality of explanations produced by…
arXiv Artificial IntelligenceValerant: An Automatic Navigable Game Map Generator via Action-Conditioned World Model Exploration
arXiv:2609.09418v1 Announce Type: new Abstract: World Action Models (WAMs) couple predictive world modeling…
arXiv Artificial IntelligenceDecision-Focused Active Learning for Scale-Aware Critical-Materials Recovery
arXiv:2609.09413v1 Announce Type: new Abstract: Choosing a recovery process for scale-up requires connecting…
arXiv Artificial IntelligenceThe Menu Is an Execution Prior: State-Path Tool Menus for Online Agents
arXiv:2609.09395v1 Announce Type: new Abstract: Language models act through tools, yet practical agents face…
arXiv Artificial IntelligenceAn Autonomous GeoAI Agent for Arctic Eco-Navigation
arXiv:2609.09374v1 Announce Type: new Abstract: Arctic maritime navigation is becoming increasingly important…
arXiv Artificial IntelligenceGradland: On Phenomenal Experience, Differentiated Across Many Dimensions
arXiv:2609.09306v1 Announce Type: new Abstract: This paper investigates the hypothesis that the first-order…
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