arXiv Artificial IntelligenceProgressively Learning Heterogeneous Skills in a Unified Latent Space
arXiv:2608.23258v1 Announce Type: cross Abstract: We propose HetSkills, a novel framework designed to…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceRecursive Experiential-Working Memory Evolution for Long-Horizon Agent Harnesses
arXiv:2608.24876v1 Announce Type: new Abstract: Recursive self-improvement (RSI) remains hard in long-horizon…
arXiv Artificial IntelligenceSPO++: Stream-Aligned Policy Optimization for Asynchronous Agentic RL
arXiv:2608.24870v1 Announce Type: new Abstract: Group-relative reinforcement learning waits for sibling…
arXiv Artificial IntelligenceFedV-KGQA: Multi-Hop Question Answering over Vertically Partitioned Knowledge Graphs
arXiv:2608.24846v1 Announce Type: new Abstract: Real-world data for knowledge graph question answering is…
arXiv Artificial IntelligenceA Dual-Dimensional LLM Framework for Automated Item Incidental Content Similarity Analysis in Large-Scale Assessments
arXiv:2608.24825v1 Announce Type: new Abstract: The rapid expansion of large-scale assessments and the…
arXiv Artificial IntelligenceConstrained Entity Selection under Partial Knowledge for LLM-Based Knowledge Graph QA
arXiv:2608.24824v1 Announce Type: new Abstract: Large language models are increasingly used for knowledge…
arXiv Artificial IntelligenceStrictly Causal Streaming Video Anomaly Detection with a Theoretically-Grounded State-Space Core
arXiv:2608.24810v1 Announce Type: new Abstract: Recent work has applied Mamba style state space models (SSMs)…
arXiv Artificial IntelligenceStarHarness: Evolving Harnesses with Stratified Search for Enterprise Environments
arXiv:2608.24804v1 Announce Type: new Abstract: We present StarHarness, a framework for evolving…
arXiv Artificial IntelligenceCAFE: Self-Improving Search Agents Need Co-Evolving Feedback
arXiv:2608.24794v1 Announce Type: new Abstract: Outcome-supervised search agents learn when and how to…
arXiv Artificial IntelligenceRight Diagnoses, Decorative Reasoning:A Perturbation Audit of Medical Chain-of-Thought
arXiv:2608.24790v1 Announce Type: new Abstract: Clinicians read chain-of-thought (CoT) rationales as evidence…
arXiv Artificial IntelligenceStepGuard: Learning Step-Level Guardrails with Scalable Supervision and Safety-Utility Balancing
arXiv:2608.24777v1 Announce Type: new Abstract: LLM-based agents can interact with external environments…
arXiv Artificial IntelligenceEvidence Blindness in Direct Corpus Interaction: Persistent Navigation with AtlasNav
arXiv:2608.24764v1 Announce Type: new Abstract: Large language model agents are moving beyond conventional…
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