arXiv Artificial IntelligenceInterval POMDP Shielding for Imperfect-Perception Agents
arXiv:2604.20728v2 Announce Type: replace Abstract: Autonomous systems that rely on learned perception can…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceFrom Multi-Agent to Single-Agent: When Is Skill Distillation Beneficial?
arXiv:2604.01608v5 Announce Type: replace Abstract: Multi-agent systems (MAS) for structured data-science…
arXiv Artificial IntelligenceConformal Policy Control
arXiv:2603.02196v4 Announce Type: replace Abstract: An agent must try new behaviors to explore and improve…
arXiv Artificial IntelligenceHybrid Reinforcement Learning and Search for Flight Trajectory Planning
arXiv:2509.04100v3 Announce Type: replace Abstract: This paper explores the combination of Reinforcement…
arXiv Artificial IntelligenceADEPT: Accelerating Dexterity via Pre-Training and Post-Training using Reinforcement Learning
arXiv:2608.19182v1 Announce Type: cross Abstract: We introduce Accelerating Dexterity via Pre-Training…
arXiv Artificial IntelligenceBeyond Teacher Likelihood: Group-Calibrated On-Policy Distillation for Long-Context Reasoning
arXiv:2608.19181v1 Announce Type: cross Abstract: On-policy distillation (OPD) trains a student on its own…
arXiv Artificial IntelligenceFinetuning Strategies for Querying Sounds by Vocal Imitation
arXiv:2608.19174v1 Announce Type: cross Abstract: This technical report describes our winning submission to…
arXiv Artificial IntelligencePre-Compiled Pipeline Shards for Distributed LLM Inference on Intel AI PC Fleets
arXiv:2608.19147v1 Announce Type: cross Abstract: Modern Intel AI PCs ship capable integrated GPUs and NPUs…
arXiv Artificial IntelligenceLeaf Values as Coordinates: Exact Contrastive Explanation for Gradient-Boosted Ensembles
arXiv:2608.19127v1 Announce Type: cross Abstract: A gradient-boosted ensemble predicts by summing one leaf…
arXiv Artificial IntelligenceIntercepting the Kangaroo: Experimental Astrolinguistics with Constructed Lexicons, Active Probing, and Large Language Models as Informants and Hypothesis Proposers
arXiv:2608.19124v1 Announce Type: cross Abstract: Astrolinguistics -- communication with minds that…
arXiv Artificial IntelligencePGFS++: Molecular Property Improvement under Synthesis and Diversity Constraints
arXiv:2608.19121v1 Announce Type: cross Abstract: Improving molecular properties, such as drug-likeness or…
arXiv Artificial IntelligenceDiscretizing Continuous Time Series for Imputation with Masked Diffusion Training
arXiv:2608.19119v1 Announce Type: cross Abstract: Time series imputation is a crucial area for reliable time…
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