Problem Solving Strategy

Problem-solving strategy research focuses on developing and improving methods for efficiently and effectively tackling complex challenges. Current work emphasizes modular architectures, often leveraging large language models (LLMs) as agents to decompose problems into sub-problems and explore diverse solution strategies, including forward and backward chaining approaches. This research aims to enhance both the accuracy and interpretability of problem-solving processes, with implications for improving AI systems and educational tools that support human problem-solving skills. The ultimate goal is to create more robust and adaptable problem-solving systems, benefiting fields ranging from software engineering to education.