Arthur Aubret
Former LIRIS member since: 2021-12-31
| Quality | PhD student |
| Team(s) | SyCoSMA |
| Institution | Université Claude Bernard Lyon 1 |
| Thesis | Deep reinforcement learning of skills for multi-agent coordination. (click to view details) |
Publications (IdHAL : arthur-aubret)
Publications LIRIS pour Arthur Aubret (5)
- 2023 (1)
- Journals (1)
- International journals with peer review (1)
- Arthur Aubret, Laëtitia Matignon & Salima Hassas (2023). "DisTop: Discovering a Topological representation to learn diverse and rewarding skills". IEEE Transactions on Cognitive and Developmental Systems. doi : 10.1109/TCDS.2023.3265200. ArXiv : 2106.03853. HAL : hal-04166057.
- 2020 (3)
- Conferences (3)
- International conferences with peer review (2)
- Arthur Aubret, Laëtitia Matignon & Salima Hassas (2020). "ELSIM: End-to-end learning of reusable skills through intrinsic motivation". European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML-PKDD), 14 septembre 2020, Ghent (Belgium). doi : 10.1007/978-3-030-67661-2_32. ArXiv : 2006.12903. HAL : hal-02902573.
- Arthur Aubret, Laëtitia Matignon & Salima Hassas (2020). "ELSIM: End-to-end learning of reusable skills through intrinsic motivation". 4th Lifelong Learning Workshop at ICML 2020, 18 juillet 2020, Vienne (Austria). HAL : hal-02902567.
- National conferences with peer review (1)
- Arthur Aubret, Laëtitia Matignon & Salima Hassas (2020). "ELSIM: End-to-end learning of reusable skills through intrinsic motivation". Journées Francophones sur la Planification, la Décision et l'Apprentissage pour la conduite de systèmes, 3 juillet 2020, Angers (France). HAL : hal-02902570.
- 2019 (1)
- Conferences (1)
- National conferences with peer review (1)
- Arthur Aubret, Laëtitia Matignon & Salima Hassas (2019). "Étude de la motivation intrinsèque en apprentissage par renforcement". Journées Francophones sur la Planification, la Décision et l'Apprentissage pour la conduite de systèmes, 5 juillet 2019, Toulouse (France). HAL : hal-02272091.
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Publications hors LIRIS
Publications hors LIRIS pour Arthur Aubret (6)
- 2023 (2)
- Journals (1)
- International journals with peer review (1)
- Arthur Aubret, Laëtitia Matignon & Salima Hassas (2023). "An Information-Theoretic Perspective on Intrinsic Motivation in Reinforcement Learning: A Survey". Entropy, vol. 25, #2, p. 327. doi : 10.3390/e25020327. ArXiv : 2209.08890. HAL : hal-04093961.
- Conferences (1)
- International conferences with peer review (1)
- Arthur Aubret, Markus Ernst, Céline Teulière & Jochen Triesch (2023). "Time to augment self-supervised visual representation learning". The Eleventh International Conference on Learning Representations (ICLR), 5 mai 2023, Kigali (France). HAL : hal-04506217.
- 2022 (4)
- Conferences (2)
- International conferences with peer review (2)
- Arthur Aubret, Céline Teulière & Jochen Triesch (2022). "Toddler-inspired learning induces hierarchical object representations". IEEE ICDL - Sensorimotor Interaction, language, and Embodiement of Symbols (SMILES) workshop, 12 septembre 2022, London (United Kingdom). HAL : hal-03838312. .
- Arthur Aubret, Céline Teulière & Jochen Triesch (2022). "Toddler-inspired embodied vision for learning object representations". IEEE ICDL, 12 septembre 2022, Londres (United Kingdom). HAL : hal-03838291. .
- Others (2)
- Arthur Aubret, Mathieu Lefort, Jochen Triesch, Laëtitia Matignon, Salima Hassas & Céline Teulière (2022). "Compressed information is all you need: unifying intrinsic motivations and representation learning". NeurIPS 2022 Workshop on Information-Theoretic Principles in Cognitive Systems, New Orleans (United States of America). Poster. HAL : hal-04168147.
- Arthur Aubret, Laëtitia Matignon & Salima Hassas (2022). "An information-theoretic perspective on intrinsic motivation in reinforcement learning". NeurIPS 2022 Workshop on Information-Theoretic Principles in Cognitive Systems, New Orleans (United States of America). Poster. HAL : hal-04168142.