Pardinas, Rafael

4 publications

TMLR 2026 PipelineRL: Faster On-Policy Reinforcement Learning for Long Sequence Generation Alexandre Piché, Ehsan Kamalloo, Rafael Pardinas, Xiaoyin Chen, Dzmitry Bahdanau

TMLR 2023 Bridging the Gap Between Target Networks and Functional Regularization Alexandre Piché, Valentin Thomas, Joseph Marino, Rafael Pardinas, Gian Maria Marconi, Christopher Pal, Mohammad Emtiyaz Khan

ICLRW 2022 A Probabilistic Perspective on Reinforcement Learning via Supervised Learning Alexandre Piché, Rafael Pardinas, David Vazquez, Christopher Pal

NeurIPSW 2022 Implicit Offline Reinforcement Learning via Supervised Learning Alexandre Piché, Rafael Pardinas, David Vazquez, Igor Mordatch, Igor Mordatch, Christopher Pal