"unsupervised environment design" Papers

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Imagined Autocurricula

Ahmet Hamdi Güzel, Matthew T Jackson, Jarek Liesen et al.

NEURIPS 2025arXiv:2509.13341
2
citations

Improving Regret Approximation for Unsupervised Dynamic Environment Generation

Harry Mead, Bruno Lacerda, Jakob Foerster et al.

NEURIPS 2025arXiv:2601.14957

DRED: Zero-Shot Transfer in Reinforcement Learning via Data-Regularised Environment Design

Samuel Garcin, James Doran, Shangmin Guo et al.

ICML 2024arXiv:2402.03479
11
citations

Refining Minimax Regret for Unsupervised Environment Design

Michael Beukman, Samuel Coward, Michael Matthews et al.

ICML 2024arXiv:2402.12284
15
citations