Rafael Pardinas

Researcher, ServiceNow

Joined

July 2021

Names

Rafael Pardinas (Preferred)

Emails

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Researcher

ServiceNow (servicenow.com)

2019 – Present

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

PipelineRL: Faster On-policy Reinforcement Learning for Long Sequence Generation
Alexandre Piché, Ehsan Kamalloo, Rafael Pardinas, Xiaoyin Chen, Dzmitry Bahdanau
- Accepted by TMLR
- Readers: Everyone
PipelineRL: Faster On-policy Reinforcement Learning for Long Sequence Generation
Alexandre Piché, Ehsan Kamalloo, Rafael Pardinas, Xiaoyin Chen, Dzmitry Bahdanau
- Submitted to NeurIPS 2025
- Readers: Everyone
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
- Accepted by TMLR
- Readers: Everyone
Leveraging Human Preferences to Master Poetry
Rafael Pardinas, Gabriel Huang, David Vazquez, Alexandre Piché
- 21 Nov 2022 (modified: 05 May 2023)
- creativeAI
- Readers: Everyone
Implicit Offline Reinforcement Learning via Supervised Learning
Alexandre Piché, Rafael Pardinas, David Vazquez, Igor Mordatch, Igor Mordatch, Christopher Pal
- 08 Oct 2022 (modified: 05 May 2023)
- Deep RL Workshop 2022
- Readers: Everyone
Implicit Offline Reinforcement Learning via Supervised Learning
Alexandre Piché, Rafael Pardinas, David Vazquez, Igor Mordatch, Igor Mordatch, Christopher Pal
- Published: 01 Feb 2023, Last Modified: 13 Feb 2023
- Submitted to ICLR 2023
- Readers: Everyone
A Probabilistic Perspective on Reinforcement Learning via Supervised Learning
Alexandre Piché, Rafael Pardinas, David Vazquez, Christopher Pal
- Published: 27 Apr 2022, Last Modified: 05 May 2023
- ICLR 2022 GPL Poster
- Readers: Everyone

Rafael Pardinas

Names

Emails

Personal Links

Career & Education History

Advisors, Relations & Conflicts

Expertise

Publications

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

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

Bridging the Gap Between Target Networks and Functional Regularization

Leveraging Human Preferences to Master Poetry

Implicit Offline Reinforcement Learning via Supervised Learning

Implicit Offline Reinforcement Learning via Supervised Learning

A Probabilistic Perspective on Reinforcement Learning via Supervised Learning

Co-Authors