4 papers
PAWN: Piece Value Analysis with Neural Networks
Ethan Tang, Hasan Davulcu, Jia Zou +1
Predicting the relative value of any given chess piece in a position remains an open challenge, as a piece's contribution depends on its spatial relationships with every other piec…
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…
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…
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…