Onderzoeksoutput per jaar
Onderzoeksoutput per jaar
- 5 resultaten
Zoekresultaten
-
2024
Controller Synthesis from Deep Reinforcement Learning Policies: Extended Abstract
Delgrange, F., Avni, G., Lukina, A., Schilling, C., Nowe, A. & Pérez, G. A., 18 nov 2024.Onderzoeksoutput: Unpublished abstract
Open AccessBestand9 Downloads (Pure) -
The Wasserstein Believer: Learning Belief Updates for Partially Observable Environments through Reliable Latent Space Models: Extended Abstract
Avalos, R., Delgrange, F., Nowe, A., Pérez, G. A. & Roijers, D. M., 18 nov 2024.Onderzoeksoutput: Unpublished abstract
Open Access -
The Wasserstein Believer: Learning Belief Updates for Partially Observable Environments through Reliable Latent Space Models
Avalos, R., Delgrange, F., Nowé, A., Pérez, G. A. & Roijers, D. M., 7 mei 2024, The Twelfth International Conference on Learning Representations: ICLR 2024. OpenReview.net, 9 blz.Onderzoeksoutput: Conference paper › Research
Open AccessBestand15 Downloads (Pure) -
2023
Wasserstein Auto-encoded MDPs: Formal Verification of Efficiently Distilled RL Policies with Many-sided Guarantees
Delgrange, F., Nowe, A. & Pérez, G. A., 1 feb 2023, The Eleventh International Conference on Learning Representations: ICLR 2023. Kigali, Rwanda: OpenReview.net, Vol. 11. blz. 1-30 30 blz. 4010Onderzoeksoutput: Conference paper › Research
Open AccessBestand1 Citaat (Scopus)81 Downloads (Pure) -
2022
Distillation of RL Policies with Formal Guarantees via Variational Abstraction of Markov Decision Processes
Delgrange, F., Nowé, A. & Pérez, G. A., 28 jun 2022, Proceedings of the AAAI Conference on Artificial Intelligence: Vol. 36 No. 6: AAAI-22 Technical Tracks 6. First redactie Palo Alto, California USA: AAAI Press, Vol. 36. blz. 6497-6505 9 blz. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 36, nr. 6).Onderzoeksoutput: Conference paper › Research
Open AccessBestand4 Citaten (Scopus)41 Downloads (Pure)