Geometry Problem Solver

Geometry problem solvers are AI systems designed to automatically solve geometric problems, encompassing both calculation and proof tasks, by integrating visual and linguistic information. Current research emphasizes improving the understanding of geometric diagrams through techniques like diagram formalization and incorporating human-like dual-reasoning processes into model architectures, such as those based on transformers and constraint solvers. These advancements aim to enhance the accuracy and efficiency of automated geometric reasoning, with implications for mathematics education, automated theorem proving, and potentially other fields requiring visual-spatial reasoning.