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10 changes: 5 additions & 5 deletions CITATION.bib
Original file line number Diff line number Diff line change
@@ -1,6 +1,6 @@
@inproceedings{Alegre+2022bnaic,
author = {Lucas N. Alegre and Florian Felten and El-Ghazali Talbi and Gr{\'e}goire Danoy and Ann Now{\'e} and Ana L. C. Bazzan and Bruno C. da Silva},
title = {{MO-Gym}: A Library of Multi-Objective Reinforcement Learning Environments},
booktitle = {Proceedings of the 34th Benelux Conference on Artificial Intelligence BNAIC/Benelearn 2022},
year = {2022}
@inproceedings{felten_toolkit_2023,
author = {Felten, Florian and Alegre, Lucas N. and Now{\'e}, Ann and Bazzan, Ana L. C. and Talbi, El Ghazali and Danoy, Gr{\'e}goire and Silva, Bruno C. {\relax da}},
title = {A Toolkit for Reliable Benchmarking and Research in Multi-Objective Reinforcement Learning},
booktitle = {Proceedings of the 37th Conference on Neural Information Processing Systems ({NeurIPS} 2023)},
year = {2023}
}
10 changes: 5 additions & 5 deletions README.md
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Expand Up @@ -82,11 +82,11 @@ Maintenance for this project is also contributed by the broader Farama team: [fa
If you use this repository in your research, please cite:

```bibtex
@inproceedings{Alegre+2022bnaic,
author = {Lucas N. Alegre and Florian Felten and El-Ghazali Talbi and Gr{\'e}goire Danoy and Ann Now{\'e} and Ana L. C. Bazzan and Bruno C. da Silva},
title = {{MO-Gym}: A Library of Multi-Objective Reinforcement Learning Environments},
booktitle = {Proceedings of the 34th Benelux Conference on Artificial Intelligence BNAIC/Benelearn 2022},
year = {2022}
@inproceedings{felten_toolkit_2023,
author = {Felten, Florian and Alegre, Lucas N. and Now{\'e}, Ann and Bazzan, Ana L. C. and Talbi, El Ghazali and Danoy, Gr{\'e}goire and Silva, Bruno C. {\relax da}},
title = {A Toolkit for Reliable Benchmarking and Research in Multi-Objective Reinforcement Learning},
booktitle = {Proceedings of the 37th Conference on Neural Information Processing Systems ({NeurIPS} 2023)},
year = {2023}
}
```

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11 changes: 11 additions & 0 deletions docs/citing/citing.md
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Expand Up @@ -7,6 +7,17 @@ title: "Citing"
:end-before: <!-- end citation -->
```

MO-Gymnasium (formerly MO-Gym) appeared first in the following workshop publication:

```bibtex
@inproceedings{Alegre+2022bnaic,
author = {Lucas N. Alegre and Florian Felten and El-Ghazali Talbi and Gr{\'e}goire Danoy and Ann Now{\'e} and Ana L. C. Bazzan and Bruno C. {\relax da} Silva},
title = {{MO-Gym}: A Library of Multi-Objective Reinforcement Learning Environments},
booktitle = {Proceedings of the 34th Benelux Conference on Artificial Intelligence BNAIC/Benelearn 2022},
year = {2022}
}
```

```{toctree}
:hidden:
:glob:
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7 changes: 7 additions & 0 deletions docs/examples/publications.md
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Expand Up @@ -10,7 +10,14 @@ MO-Gymnasium (formerly MO-Gym) was first published in:


List of publications & submissions using MO-Gymnasium (please open a pull request to add missing entries):

- [Sample-Efficient Multi-Objective Learning via Generalized Policy Improvement Prioritization](https://arxiv.org/abs/2301.07784) (Alegre et al., AAMAS 2023)
- [Hyperparameter Optimization for Multi-Objective Reinforcement Learning](https://arxiv.org/abs/2310.16487v1) (Felten et al., MODeM Workshop 2023)
- [Multi-Step Generalized Policy Improvement by Leveraging Approximate Models](https://openreview.net/forum?id=KFj0Q1EXvU) (Alegre et al., NeurIPS 2023)
- [A Toolkit for Reliable Benchmarking and Research in Multi-Objective Reinforcement Learning](https://openreview.net/forum?id=jfwRLudQyj) (Felten et al., NeurIPS 2023)
- [Distributional Pareto-Optimal Multi-Objective Reinforcement Learning](https://proceedings.neurips.cc/paper_files/paper/2023/hash/32285dd184dbfc33cb2d1f0db53c23c5-Abstract-Conference.html) (Cai et al., NeurIPS 2023)
- [Welfare and Fairness in Multi-objective Reinforcement Learning](https://arxiv.org/abs/2212.01382) (Fan et al., AAMAS 2023)
- [Personalized Reinforcement Learning with a Budget of Policies](https://arxiv.org/abs/2401.06514) (Ivanov et al., 2024)
- [Multi-Objective Reinforcement Learning Based on Decomposition: A Taxonomy and Framework](https://arxiv.org/abs/2311.12495) (Felten et al., 2024)
- [Multi-objective reinforcement learning for guaranteeing alignment with multiple values](https://alaworkshop2023.github.io/papers/ALA2023_paper_15.pdf) (Rodriguez-Soto et al., 2023)
- [MOFL/D: A Federated Multi-objective Learning Framework with Decomposition](https://neurips.cc/virtual/2023/79018) (Hartmann et al., 2023)
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