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GNN_planner

This repository contains the source code for the paper Online Planner Selection with Graph Neural Networks and Adaptive Scheduling by Tengfei Ma, Patrick Ferber, Siyu Huo, Jie Chen, Michael Katz, accepted at AAAI 2020.

@article{ma2020online,
  title={Online Planner Selection with Graph Neural Networks and Adaptive Scheduling},
  author={Ma, Tengfei and Ferber, Patrick and Huo, Siyu and Chen, Jie and Katz, Michael},
  journal={Proceedings of the AAAI Conference on Artificial Intelligence 34 (AAAI)},
  year={2020}
}

The datasets can be found in the following link: https://github.com/IBM/IPC-graph-data For details, please refer to our another paper IPC: A Benchmark Data Set for Learning with Graph-Structured Data in ICML2019 Workshop.

Detailed guideline for running the scripts will be updated later.

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Online Planner Selection with Graph Neural Networks and Adaptive Scheduling (AAAI 2020)

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  • Python 99.0%
  • Shell 1.0%