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Tag: AI
Can Large Language Models Explain Flight Safety Events? A Prior-Guided Semantic LLM-based Approach
arXiv:2608.18017v1 Announce Type: new Abstract: Improving flight safety with flight data requires not only accurate detection of risk events, but more…
Adaptive Policy Portfolios for Robust Markov Decision Processes
arXiv:2608.17929v1 Announce Type: new Abstract: Robust Markov decision processes optimize one policy against a set of plausible transition functions. This…
AutoResearch: Insight In, Hallucination Out
arXiv:2608.17906v1 Announce Type: new Abstract: Autonomous research systems are increasingly capable of executing long research workflows, yet automation…
EvoTS-Agent: A Self-Evolving LLM Agent for Financial Time Series Change Point Detection
arXiv:2608.17933v1 Announce Type: new Abstract: Financial time series exhibit non-stationary and heterogeneous statistical properties, making change-point…
Towards Zero-Shot Task Transfer with Neurosymbolic World Models
arXiv:2608.17959v1 Announce Type: new Abstract: State-of-the-art model-based reinforcement learning methods learn neural world models that allow policy…
Procedural Content Metageneration via Program Search and Continual Abstraction Discovery
arXiv:2608.17947v1 Announce Type: new Abstract: Large language models can generate executable programs, which makes it possible to search directly over…
D$^2$ACCI: A Dual-Loop Diagnostic Protocol for Evidence-Preserving Agent Memory
arXiv:2608.17756v1 Announce Type: new Abstract: Memory is a key capability of LLM agents. Persistent memory extends this across sessions—enabling…
ARASH: Adaptive Retrieval And Shot Selection for Tabular Prediction
arXiv:2608.17856v1 Announce Type: new Abstract: Tabular prediction is a critical task across numerous applications. The recent success of large language…
StartupBench: Benchmarking General-Purpose Agents on Market-Validated End-to-End Workflows
arXiv:2608.17800v1 Announce Type: new Abstract: Recent advances in Large Language Models(LLMs) and agents have substantially improved the ability of AI…