3 papers
cs.AI2024
FGeo-DRL: Deductive Reasoning for Geometric Problems through Deep Reinforcement Learning
Jia Zou, Xiaokai Zhang, Yiming He +2
The human-like automatic deductive reasoning has always been one of the most challenging open problems in the interdiscipline of mathematics and artificial intelligence. This paper…
cs.AI2024
FGeo-TP: A Language Model-Enhanced Solver for Geometry Problems
Yiming He, Jia Zou, Xiaokai Zhang +2
The application of contemporary artificial intelligence techniques to address geometric problems and automated deductive proof has always been a grand challenge to the interdiscipl…
cs.AI2023
FormalGeo: An Extensible Formalized Framework for Olympiad Geometric Problem Solving
Xiaokai Zhang, Na Zhu, Yiming He +17
This is the first paper in a series of work we have accomplished over the past three years. In this paper, we have constructed a consistent formal plane geometry system. This will…