Research output per year
Research output per year
Personal profile
Keywords
- free keyword
- Artificial Intelligence
- Formal Methods
- Reinforcement Learning
- Model Checking
- Multi-agent Systems
- Generative Modeling
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Dive into the research topics where Florent Delgrange is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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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., 6 Mar 2023, In: ArXiv.org.Research output: Contribution to journal › Article
File3 Downloads (Pure) -
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.Research output: Chapter in Book/Report/Conference proceeding › Conference paper
Open AccessFile28 Downloads (Pure) -
A Framework for Flexibly Guiding Learning Agents
Elbarbari, M. A. H. M., Delgrange, F., Vervlimmeren, I., Efthymiadis, K., Vanderborght, B. & Nowe, A., 7 Jun 2022, In: Neural Computing & Applications. 2022, p. 1-17 17 p., 1.Research output: Contribution to journal › Article › peer-review
Open AccessFile46 Downloads (Pure) -
Distillation of RL Policies with Formal Guarantees via Variational Abstraction of Markov Decision
Delgrange, F., Nowe, A. & Pérez, G. A., 3 Jun 2022, (Unpublished).Research output: Unpublished contribution to conference › Poster
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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 ed. Palo Alto, California USA: AAAI Press, Vol. 36. p. 6497-6505 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 36, no. 6).Research output: Chapter in Book/Report/Conference proceeding › Conference paper
Open AccessFile17 Downloads (Pure)
Activities
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The 37th AAAI Conference on Artificial Intelligence (Event)
Florent Delgrange (Peer reviewer)
7 Feb 2023 → 14 Feb 2023Activity: Publication peer-review and editorial work › Publication peer-review
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The 15th European Workshop on Reinforcement Learning
Florent Delgrange (Participant)
19 Sep 2022 → 21 Sep 2022Activity: Participating in or organising an event › Participation in workshop, seminar
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Formal Verification of Efficiently Distilled RL Policies with Many-sided Guarantees
Florent Delgrange (Speaker), Ann Nowe (Contributor) & Guillermo A. Pérez (Contributor)
7 Nov 2022 → 9 Nov 2022Activity: Talk or presentation › Talk or presentation at a conference
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36th AAAI conference on artificial intelligence
Florent Delgrange (Participant)
22 Feb 2022 → 1 Mar 2022Activity: Participating in or organising an event › Participation in conference
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Belgium-Netherlands workshop on Reinforcement Learning 2022
Florent Delgrange (Participant)
3 Jun 2022Activity: Participating in or organising an event › Participation in workshop, seminar