Projects 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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Collaborations and top research areas from the last five years
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Projects
- 1 Active
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OZR4417: Reliable and Adaptive Learning Agents: Unifying Reinforcement Learning and Reactive Synthesis
Nowe, A. (Administrative Promotor) & Delgrange, F. (Mandate)
1/10/25 → 30/09/26
Project: Fundamental
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A Framework for Flexibly Guiding Learning Agents
Elbarbari, M. A. H. M., Delgrange, F., Vervlimmeren, I., Efthymiadis, K., Vanderborght, B. & Nowe, A., Jul 2025, In: Neural Computing & Applications. 37, 19, p. 13101-13117 17 p., 1.Research output: Contribution to journal › Article › peer-review
Open AccessFile2 Citations (Scopus)185 Downloads (Pure) -
Composing Reinforcement Learning Policies, with Formal Guarantees AAAI Track
Delgrange, F., Avni, G., Lukina, A., Schilling, C., Nowe, A. & Pérez, G., 5 Jun 2025, Proceedings of the 24th International Conference on Autonomous Agents and Multiagent Systems, AAMAS 2025. Vorobeychik, Y., Das, S. & Nowe, A. (eds.). Detroit, MI, USA: ACM, Vol. Proceedings of the 24th International Conference on Autonomous Agents and Multiagent Systems. p. 574-583 10 p. (Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS).Research output: Chapter in Book/Report/Conference proceeding › Conference paper
1 Citation (Scopus) -
Controller Synthesis from Deep Reinforcement Learning Policies
Delgrange, F., Avni, G., Lukina, A., Schilling, C., Nowe, A. & Pérez, G. A., 4 Mar 2025. 31 p.Research output: Unpublished contribution to conference › Unpublished paper
Open Access -
Integrating RL and Planning through Optimal Transport World Models
Röpke, W., Avalos, R., Radulescu, R., Nowe, A., Roijers, D. M. & Delgrange, F., 19 May 2025. 14 p.Research output: Unpublished contribution to conference › Unpublished paper
Open Access -
Activating formal verification of deep reinforcement learning policies by model checking bisimilar latent space models
Delgrange, F., 2024, VUB Press. 348 p.Research output: Thesis › PhD Thesis
Open AccessFile1403 Downloads (Pure)
Activities
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The 22nd International Conference on Autonomous Agents and Multiagent Systems (Event)
Delgrange, F. (Peer reviewer)
29 May 2023 → 2 Jun 2023Activity: Publication peer-review and editorial work › Publication peer-review
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The 16th European Workshop on Reinforcement Learning
Delgrange, F. (Member of programme committee)
14 Sept 2023 → 16 Sept 2023Activity: Participating in or organising an event › Participation in conference
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The 37th AAAI Conference on Artificial Intelligence (Event)
Delgrange, F. (Peer reviewer)
7 Feb 2023 → 14 Feb 2023Activity: Publication peer-review and editorial work › Publication peer-review
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36th AAAI conference on artificial intelligence
Delgrange, F. (Participant)
22 Feb 2022 → 1 Mar 2022Activity: Participating in or organising an event › Participation in conference
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The 15th European Workshop on Reinforcement Learning
Delgrange, F. (Participant)
19 Sept 2022 → 21 Sept 2022Activity: Participating in or organising an event › Participation in workshop, seminar