AI RESEARCH
Auto-Formulating Dynamic Programming Problems with Large Language Models
arXiv CS.AI
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ArXi:2507.11737v2 Announce Type: replace Dynamic programming (DP) is a fundamental method in operations research, but formulating DP models has traditionally required expert knowledge of both the problem context and DP techniques. Large Language Models (LLMs) offer the potential to automate this process. However, DP problems pose unique challenges due to their inherently stochastic transitions and the limited availability of