/DQN_Word_Problem_Solver

Primary LanguagePython

DQN_Word_Problem_Solver

Requirements:

  • Tensorflow 1.2.1
  • Python 2.7

Introduction

The research paper MathDQN: Solving Arithmetic Word Problems via Deep Reinforcement Learning has been accepted at the Thirty-Second AAAI Conference on Artificial Intelligence (AAAI-18).

To run the experiment with default parameters:

    python DQN.py 0(fold number)

Now, we only provide code for dataset AI2.(code for other two datasets will be integrated in this code soon)