RuleTrek: Benchmarking Agentic Rule Reasoning in Complex Scenarios.

arXiv:2610.19698v1 Announce Type: new Abstract: Large language models (LLMs) increasingly tackle complex real-world tasks in specialized domains. However, identifying and correctly applying domain-specific rules remains challenging when scenario information is