arXiv Artificial IntelligenceWAM-OPD: On-Policy Distillation for World Action Models
arXiv:2608.22364v1 Announce Type: new Abstract: World action models (WAMs) couple visual future prediction…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceAnalyzing and Mitigating Cross-Lingual Degradation in Multilingual Medical VQA
arXiv:2608.22363v1 Announce Type: new Abstract: Medical visual question answering (VQA) is a crucial task in…
arXiv Artificial IntelligenceAddressing the Selection Problem in Explainable AI
arXiv:2608.22356v1 Announce Type: new Abstract: Explainable AI (XAI) research has produced a plethora of…
arXiv Artificial IntelligenceWhere Cognition Lives: Dissecting Emergent from Computed Function in a Minimal Complete Cognitive Architecture
arXiv:2608.22347v1 Announce Type: new Abstract: A cognitive architecture is more than the module that…
arXiv Artificial IntelligenceHERO: Human-profile Enhanced Retrieval Optimization Framework for Long-term Agent Memory
arXiv:2608.22310v1 Announce Type: new Abstract: Long-term memory is crucial for personalized responses and…
arXiv Artificial IntelligenceClarify User Expertise: Towards Proactive Conversational Agents Tailoring Responses to User Proficiency
arXiv:2608.22266v1 Announce Type: new Abstract: In the context of information seeking, conversational agents…
arXiv Artificial IntelligenceRead Less, Solve More: Token-Efficient Sparse Reading for AI Agents
arXiv:2608.22237v1 Announce Type: new Abstract: Long-horizon agents increasingly rely on repeated access to…
arXiv Artificial IntelligenceQuery-Driven Multimodal Information Extraction from Long Documents
arXiv:2608.22214v1 Announce Type: new Abstract: In domain-specific multimodal long documents, images and text…
arXiv Artificial IntelligenceDisagree to Explore, Agree to Commit: Routing-Guided Test-Time Scaling for Software Agents
arXiv:2608.22191v1 Announce Type: new Abstract: Software-engineering agents solve repository-level tasks…
arXiv Artificial IntelligenceRole-Specialized Mixture-of-Agents with Open-Weight LLMs for Clinical Prediction
arXiv:2608.22176v1 Announce Type: new Abstract: Large Language Models (LLMs) are increasingly applied to…
arXiv Artificial IntelligenceMCP-Universe RL: A Framework for Training MCP Tool-Use Agents via Reinforcement Learning
arXiv:2608.22167v1 Announce Type: new Abstract: Reinforcement learning (RL) has become an effective way to…
arXiv Artificial IntelligenceAggregation-Aware Synthetic Text Generation Against Authorship Re-Identification
arXiv:2608.22161v1 Announce Type: new Abstract: Online users often release multiple texts under the same…
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