$How^{2}$: How to learn from procedural How-to questions

arXiv:2510.11144v2 Announce Type: replace Abstract: An agent facing a planning problem can use answers to how-to questions to reduce uncertainty and fill knowledge gaps, helping it solve both current and future tasks. However, their open ended nature, where valid answers to "How do I X?" range from...