Rafael Pardinas

According to our database, Rafael Pardinas authored at least 8 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Super Apriel: One Checkpoint, Many Speeds.

Oleksiy Ostapenko, Raymond Li, Torsten Scholak, Alireza Mousavi-Hosseini, Aman Tiwari, Denis Kocetkov, Joel Lamy-Poirier, Kelechi Ogueji, Nanda H. Krishna, Rafael Pardinas, Sathwik Tejaswi Madhusudhan, Shruthan Radhakrishna, Srinivas Sunkara, Valérie Bécaert

CoRR, April, 2026

Apriel-1.5-OpenReasoner: RL Post-Training for General-Purpose and Efficient Reasoning.

Rafael Pardinas, Ehsan Kamalloo, David Vázquez, Alexandre Drouin

CoRR, April, 2026

PipelineRL: Faster On-policy Reinforcement Learning for Long Sequence Generation.

Alexandre Piché, Ehsan Kamalloo, Rafael Pardinas, Xiaoyin Chen, Dzmitry Bahdanau

Trans. Mach. Learn. Res., 2026

2024

TapeAgents: a Holistic Framework for Agent Development and Optimization.

Dzmitry Bahdanau, Nicolas Gontier, Gabriel Huang, Ehsan Kamalloo, Rafael Pardinas, Alexandre Piché, Torsten Scholak, Oleh Shliazhko, Jordan Prince Tremblay, Karam Ghanem, Soham Parikh, Mitul Tiwari, Quaizar Vohra

CoRR, 2024

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

Trans. Mach. Learn. Res., 2023

2022

Implicit Offline Reinforcement Learning via Supervised Learning.

Alexandre Piché, Rafael Pardinas, David Vázquez, Igor Mordatch, Chris Pal

CoRR, 2022

2020

Objects of violence: synthetic data for practical ML in human rights investigations.

Lachlan Kermode, Jan Freyberg, Alican Akturk, Robert Trafford, Denis Kochetkov, Rafael Pardinas, Eyal Weizman, Julien Cornebise

CoRR, 2020

Looc: Localize Overlapping Objects with Count Supervision.

Issam H. Laradji, Rafael Pardinas, Pau Rodríguez, David Vázquez

Proceedings of the IEEE International Conference on Image Processing, 2020