Paulo Rauber

Lecturer, Queen Mary University London

Joined

February 2018

Names

Paulo Rauber (Preferred)

,

Paulo Eduardo Rauber

Emails

****@idsia.ch (Confirmed)

,

****@qmul.ac.uk (Confirmed)

Personal Links

Career & Education History

Lecturer

Queen Mary University London (qmul.ac.uk)

2020 – Present

Postdoc

IDSIA (idsia.ch)

2017 – 2020

Advisors, Relations & Conflicts

No relations added

Expertise

reinforcement learning

Present

exploration

Present

planning

Present

Publications

Foundation Models as World Models: A Foundational Study in Text-Based GridWorlds
Remo Sasso, Michelangelo Conserva, Dominik Jeurissen, Paulo Rauber
- NeurIPS 2025 Workshop EWM
- Readers: Everyone
Exploration with Foundation Models: Capabilities, Limitations, and Hybrid Approaches
Remo Sasso, Michelangelo Conserva, Dominik Jeurissen, Paulo Rauber
- FoRLM 2025
- Readers: Everyone
Foundation Models for Enhanced Exploration in Reinforcement Learning
Remo Sasso, Michelangelo Conserva, Dominik Jeurissen, Paulo Rauber
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Recurrent Neural-Linear Posterior Sampling for Nonstationary Contextual Bandits
Aditya Ramesh, Paulo Rauber, Michelangelo Conserva, Jürgen Schmidhuber
- 27 Apr 2023 (modified: 27 Apr 2023)
- OpenReview Archive Direct Upload
- Readers: Everyone
Posterior Sampling for Deep Reinforcement Learning
Remo Sasso, Michelangelo Conserva, Paulo Rauber
- ICML 2023 Poster
- Readers: Everyone
Hardness in Markov Decision Processes: Theory and Practice
Michelangelo Conserva, Paulo Rauber
- Published: 31 Oct 2022, Last Modified: 08 Feb 2026
- NeurIPS 2022 Accept
- Readers: Everyone

Co-Authors