# DQN_Word_Problem_Solver

**Repository Path**: allenlyu/DQN_Word_Problem_Solver

## Basic Information

- **Project Name**: DQN_Word_Problem_Solver
- **Description**: Paper: MathDQN: Solving Arithmetic Word Problems via Deep Reinforcement Learning
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2020-08-09
- **Last Updated**: 2020-12-19

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

### 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)