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Official implementation of IJCAI'23 paper "Multi-objective Optimization-based Selection for Quality-Diversity by Non-surrounded-dominated Sorting"

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NSS

Official implementation of IJCAI'23 paper Multi-objective Optimization-based Selection for Quality-Diversity by Non-surrounded-dominated Sorting.

Usage

For QDGym, please refer to nss-qdgym/README.md.

For Robotic arm, please refer to nss-arm/README.md.

For Mario environment generation, please refer to nss-mario/README.md.

License

All the source code that has been taken from other respositories was licensed (and remains so) under the MIT License (included in the LICENSE files in the corresponding directories). Any new code is licensed under the MIT License.

Citation

@inproceedings{NSS,
    author = {Ren-Jian Wang and Ke Xue and Haopu Shang and Chao Qian and Haobo Fu and Qiang Fu},
    title = {Multi-objective Optimization-based Selection for Quality-Diversity by Non-surrounded-dominated Sorting},
    booktitle = {Proceedings of the 32nd International Joint Conference on Artificial Intelligence (IJCAI'23)},
    year = {2023},
    address = {Macao, SAR, China},
}

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Official implementation of IJCAI'23 paper "Multi-objective Optimization-based Selection for Quality-Diversity by Non-surrounded-dominated Sorting"

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