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ORCIDMathieu Seurin
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2020 – today
- 2021
[b1]Mathieu Seurin:
Learning to Interact, Interacting to Learn Action-centric Reinforcement Learning. (Apprendre à interagir, interagir pour apprendre, apprentissage par renforcement centré sur les actions). University of Lille, France, 2021- [c6]Mathieu Seurin, Florian Strub, Philippe Preux, Olivier Pietquin:
Don't Do What Doesn't Matter: Intrinsic Motivation with Action Usefulness. IJCAI 2021: 2950-2956 - [i7]Mathieu Seurin, Florian Strub, Philippe Preux, Olivier Pietquin:
Don't Do What Doesn't Matter: Intrinsic Motivation with Action Usefulness. CoRR abs/2105.09992 (2021) - 2020
- [c5]Mathieu Seurin, Philippe Preux, Olivier Pietquin:
"I'm Sorry Dave, I'm Afraid I Can't Do That" Deep Q-Learning from Forbidden Actions. IJCNN 2020: 1-8 - [c4]Mathieu Seurin, Florian Strub, Philippe Preux, Olivier Pietquin:
A Machine of Few Words: Interactive Speaker Recognition with Reinforcement Learning. INTERSPEECH 2020: 4323-4327 - [c3]Geoffrey Cideron, Mathieu Seurin, Florian Strub, Olivier Pietquin:
HIGhER: Improving instruction following with Hindsight Generation for Experience Replay. SSCI 2020: 225-232 - [i6]Mathieu Seurin, Florian Strub, Philippe Preux, Olivier Pietquin:
A Machine of Few Words - Interactive Speaker Recognition with Reinforcement Learning. CoRR abs/2008.03127 (2020)
2010 – 2019
- 2019
- [c2]Timothée Lesort
, Mathieu Seurin, Xinrui Li, Natalia Díaz Rodríguez, David Filliat:
Deep unsupervised state representation learning with robotic priors: a robustness analysis. IJCNN 2019: 1-8 - [i5]Geoffrey Cideron, Mathieu Seurin, Florian Strub, Olivier Pietquin:
Self-Educated Language Agent with Hindsight Experience Replay for Instruction Following. ViGIL@NeurIPS 2019 - [i4]Mathieu Seurin, Philippe Preux, Olivier Pietquin:
"I'm sorry Dave, I'm afraid I can't do that" Deep Q-learning from forbidden action. CoRR abs/1910.02078 (2019) - [i3]Geoffrey Cideron, Mathieu Seurin, Florian Strub, Olivier Pietquin:
Self-Educated Language Agent With Hindsight Experience Replay For Instruction Following. CoRR abs/1910.09451 (2019) - 2018
- [c1]Florian Strub, Mathieu Seurin, Ethan Perez, Harm de Vries, Jérémie Mary, Philippe Preux, Aaron C. Courville, Olivier Pietquin:
Visual Reasoning with Multi-hop Feature Modulation. ECCV (5) 2018: 808-831 - [i2]Florian Strub, Mathieu Seurin, Ethan Perez, Harm de Vries, Jérémie Mary, Philippe Preux, Aaron C. Courville, Olivier Pietquin:
Visual Reasoning with Multi-hop Feature Modulation. CoRR abs/1808.04446 (2018) - 2017
- [i1]Timothée Lesort, Mathieu Seurin, Xinrui Li, Natalia Díaz Rodríguez, David Filliat:
Unsupervised state representation learning with robotic priors: a robustness benchmark. CoRR abs/1709.05185 (2017)
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