arXiv Artificial IntelligenceTowards Zero-Shot Task Transfer with Neurosymbolic World Models
arXiv:2608.17959v2 Announce Type: replace Abstract: State-of-the-art model-based reinforcement learning…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceAutoResearch: Insight In, Hallucination Out
arXiv:2608.17906v2 Announce Type: replace Abstract: Autonomous research systems are increasingly capable of…
arXiv Artificial IntelligenceSkillEffect: Checked Lowering for Memory-Bounded Agent Tools
arXiv:2608.17007v2 Announce Type: replace Abstract: Agent Skills can specify procedural and resource…
arXiv Artificial IntelligenceE2LLM: Towards Efficient LLM Serving in Heterogeneous Edge/Fog Environments
arXiv:2606.03770v3 Announce Type: replace-cross Abstract: Large Language Models (LLMs) have become integral…
arXiv Artificial IntelligenceBringing Generative Learning to Representation Learning: Self-Supervised Transfer Learning as Distribution Matching
arXiv:2502.14424v4 Announce Type: replace-cross Abstract: Most self-supervised learning objectives defend…
arXiv Artificial IntelligenceLearning to Unlearn: Machine Unlearning via Learning the Unlearning Behaviors
arXiv:2608.16700v2 Announce Type: replace-cross Abstract: Various machine unlearning techniques have been…
arXiv Artificial IntelligencePertMind: Eliciting Emergent Biological Reasoning in LLM via Reinforcement Learning on Cellular Perturbation Data
arXiv:2608.16419v2 Announce Type: replace-cross Abstract: Large language models can describe mechanisms, yet…
arXiv Artificial IntelligenceGraniKV: Asymmetric Granularity KV-Cache Paging for Multi-Agent Systems with Long Shared Prefix
arXiv:2608.15584v2 Announce Type: replace-cross Abstract: Production paged-serving engines apply uniform…
arXiv Artificial IntelligenceEmergent Misaligned Communication in Long-Horizon Multi-Agent LLM Commerce
arXiv:2608.14825v3 Announce Type: replace-cross Abstract: Frontier LLM agents increasingly transact on behalf…
arXiv Artificial IntelligenceHaReCAP: Habitual-action Grounding for Recursive Large Language Model Agents
arXiv:2608.16447v2 Announce Type: replace Abstract: Long-horizon embodied tasks require LLM agents to…
arXiv Artificial IntelligenceWhen Entropy Is Not Enough: Reclaiming Lost Semantics in LLM Output Length Prediction
arXiv:2608.15592v2 Announce Type: replace Abstract: Efficient LLM serving is often bottlenecked by the need…
arXiv Artificial IntelligenceDynamic Multi-Byte Prediction With Hierarchical Language Models
arXiv:2608.15454v2 Announce Type: replace Abstract: Byte-level hierarchical language models (LMs) have…
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