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Dive into the research topics where Raphaël Avalos Martinez de Escobar 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 Finished
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FWOTM1008: Multiagent Reinforcement Learning by exchanging observations and commitments
Avalos Martinez de Escobar, R. & Nowe, A.
1/11/20 → 31/10/24
Project: Fundamental
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Laser Learning Environment: A New Environment for Coordination-Critical Multi-agent Tasks
Molinghen, Y., Avalos, R., Van Achter, M., Nowé, A. & Lenaerts, T., 2025, Artificial Intelligence and Machine Learning - 35th Benelux Conference, BNAIC/Benelearn 2023, Revised Selected Papers. Oliehoek, F. A., Kok, M. & Verwer, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 135-154 20 p. (Communications in Computer and Information Science; vol. 2187 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference paper › Research
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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., 7 May 2024, The Twelfth International Conference on Learning Representations: ICLR 2024. OpenReview.net, 9 p.Research output: Chapter in Book/Report/Conference proceeding › Conference paper › Research
Open AccessFile15 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Avalos, R., Delgrange, F., Nowe, A., Pérez, G. A. & Roijers, D. M., 18 Nov 2024.Research output: Unpublished contribution to conference › Unpublished abstract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., 29 May 2023, In: Proc. of the Adaptive and Learning Agents Workshop (ALA 2023). p. 1-21 21 p., 52.Research output: Contribution to journal › Conference paper
Open AccessFile42 Downloads (Pure) -
Autocurricula and Emergent Sociality from a Gene Perspective
Rosseau, A., Avalos, R. & Nowe, A., 2022, In: Proc. of the Adaptive and Learning Agents Workshop. https://ala2022.github.io/, p. 1-7 7 p.Research output: Contribution to journal › Conference paper
Prizes
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PhD Fellowship fundamental research
Avalos Martinez de Escobar, Raphaël (Recipient), 8 Oct 2020
Prize: Fellowship awarded competitively
Activities
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The 16th European Workshop on Reinforcement Learning
Raphaël Avalos Martinez de Escobar (Organiser)
2023Activity: Participating in or organising an event › Participating in or organizing an event at an external academic organisation
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The 21th International Conference on Autonomous Agents and Multiagent Systems
Raphaël Avalos Martinez de Escobar (Participant)
2022Activity: Participating in or organising an event › Participation in conference
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Adaptive and Learning Agents Workshop 2022
Raphaël Avalos Martinez de Escobar (Member of programme committee)
2022Activity: Participating in or organising an event › Participation in workshop, seminar
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Adaptive and Learning Agents Workshop 2022 (Event)
Raphaël Avalos Martinez de Escobar (Reviewer)
2022Activity: Membership › Membership of peer-review panel or committee
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Adaptive and Learning Agents Workshop 2021 (Event)
Raphaël Avalos Martinez de Escobar (Reviewer)
3 May 2021 → 4 May 2021Activity: Membership › Membership of peer-review panel or committee