arXiv Artificial IntelligenceAgentic Reinforcement Learning with Self-Distilled Reward Shaping
arXiv:2608.03223v1 Announce Type: cross Abstract: Agentic reinforcement learning enables LLM agents to learn…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceFail-Fast, Restart-Smart: Early Failure Prediction and Restart for SWE Agentic Tasks
arXiv:2608.03222v1 Announce Type: cross Abstract: Software engineering (SWE) agents resolve repository-level…
arXiv Artificial IntelligenceSelf-Supervised Representation-Guided Generative Dataset Distillation
arXiv:2608.03218v1 Announce Type: cross Abstract: Dataset distillation compresses a large training set into a…
arXiv Artificial IntelligenceGROW: Group-Relative Advantage-Weighted On-Policy Reinforcement Learning of Autoregressive-Diffusion Text-to-Speech model
arXiv:2608.03215v1 Announce Type: cross Abstract: Reinforcement learning for flow-matching text-to-speech is…
arXiv Artificial IntelligenceEduClaw-Bench: A Long-Horizon Benchmark for Pedagogical LLM Agents with Simulated Learners
arXiv:2608.03206v1 Announce Type: cross Abstract: Large language models (LLMs) power educational applications…
arXiv Artificial IntelligenceAligning Large Vision-Language Models at Test Time: A Trajectory-Guided Structured Sampling Approach
arXiv:2608.03204v1 Announce Type: cross Abstract: Post-training reinforcement learning (RL) algorithms are…
arXiv Artificial IntelligenceAttribute-based Undetectable Watermarking for Generative AI Models
arXiv:2608.03174v1 Announce Type: cross Abstract: Generative AI systems increasingly produce content whose…
arXiv Artificial IntelligenceEFX Allocation In (Multi)Hypergraphs
arXiv:2608.03171v1 Announce Type: cross Abstract: We study fair allocations of indivisible goods among agents…
arXiv Artificial IntelligenceLightweight Chunk Selection for Mobile Retrieval-Augmented Generation
arXiv:2608.03148v1 Announce Type: cross Abstract: RAG improves the factual grounding of LLM by incorporating…
arXiv Artificial IntelligenceMinimax-Optimal Semiparametric Contextual Dynamic Pricing with Multimodal Revenue
arXiv:2608.03142v1 Announce Type: cross Abstract: We study contextual dynamic pricing with arbitrary…
arXiv Artificial IntelligenceInternalizing Academic Writing Workflows for Introduction Generation via Struct-Aware Policy Learning
arXiv:2608.03138v1 Announce Type: cross Abstract: Generating a rigorous paper introduction with large…
arXiv Artificial IntelligenceRectify Then Diffuse: Disentangling Concepts Before Denoising Trajectory Unfolds
arXiv:2608.03135v1 Announce Type: cross Abstract: Text-to-image diffusion models can generate individual…
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