xuexiongluomq / moepg

The paper "Reinforcement Learning Guided Multi-Objective Exam Paper Generation " was accepted by SDM 2023.

Reinforcement Learning Guided Multi-Objective Exam Paper Generation

MOEPG code for SDM 2023

Prerequisites

Our experimental code is implemented in Python 3.7.5 using Pytorch 1.12.0.

Dataset

$\bullet$ link of datasets is: https://github.com/researcher-tiger/MOEPG/releases

$\bullet$ Original links of datasets are:

ASSISTments0910: https://sites.google.com/site/assistmentsdata/home/2009-2010-assistment-data

Statics2011: https://pslcdatashop.web.cmu.edu/DatasetInfo?datasetId=507

Training

For example, you can use python train.py --dataset statics2011 --epsilon 0.1 to train MOEPG model on Statics2011 dataset.