Scholar
Antoine Moulin
Google Scholar ID: W6d2vtMAAAAJ
Universitat Pompeu Fabra
Citations & Impact
Citations
190
H-index
4
i10-index
1
Publications
7
Co-authors
11
list available
Publications
Resume (English only)
Academic Achievements
- Published multiple papers in top-tier conferences like NeurIPS, ICML, and AISTATS, including 'Inverse Q-Learning Done Right: Offline Imitation Learning in Q_π-Realizable MDPs' and 'Optimistic Planning by Regularized Dynamic Programming'.
Research Experience
- Organized multiple international conferences and workshops such as ICML workshop and virtual RL theory seminars; interned in London focusing on uncertainty quantification, specifically computing finite-time predictive confidence intervals for general function classes; gave talks at several universities and research institutions both domestically and internationally.
Education
- PhD student at University Pompeu Fabra since December 2021, co-advised by Gergely Neu and Arthur Gretton.
Background
- PhD student in reinforcement learning (RL), with research interests in the challenges of large-scale RL, structural properties of MDPs, online learning, offline reinforcement learning, representation learning, and learning theory more broadly.
Miscellany
- While personal interests are not explicitly mentioned, actively involved in the academic community, organizing reading groups and participating in events like the ELLIS Doctoral Symposium.
