Remi Tachet des Combes

Joined

February 2018

Names

Emails

****@microsoft.com (Confirmed)

****@orange.fr (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Researcher

AlpacaML (alpacaml.com)

2023 – 2023

Researcher

Microsoft Research (microsoft.com)

2017 – 2023

Postdoc

Massachusetts Institute of Technology (mit.edu)

2013 – 2017

PhD student

Ecole Centrale Paris (ecp.fr)

2007 – 2011

Advisors, Relations & Conflicts

No relations added

Expertise

deep learning

reinforcement learning

generalization

2017 – Present

Publications

Understanding and Addressing the Pitfalls of Bisimulation-based Representations in Offline Reinforcement Learning
Hongyu Zang, Xin Li, Leiji Zhang, Yang Liu, Baigui Sun, Riashat Islam, Remi Tachet des Combes, Romain Laroche
- NeurIPS 2023 poster
- Readers: Everyone
Principled Offline RL in the Presence of Rich Exogenous Information
Riashat Islam, Manan Tomar, Alex Lamb, Yonathan Efroni, Hongyu Zang, Aniket Rajiv Didolkar, Dipendra Misra, Xin Li, Harm van Seijen, Remi Tachet des Combes, John Langford
- ICML 2023 Poster
- Readers: Everyone
On the Convergence of SARSA with Linear Function Approximation
Shangtong Zhang, Remi Tachet des Combes, Romain Laroche
- ICML 2023 Poster
- Readers: Everyone
On the Occupancy Measure of Non-Markovian Policies in Continuous MDPs
Romain Laroche, Remi Tachet des Combes
- ICML 2023 Poster
- Readers: Everyone
Agent-Controller Representations: Principled Offline RL with Rich Exogenous Information
Riashat Islam, Manan Tomar, Alex Lamb, Hongyu Zang, Yonathan Efroni, Dipendra Misra, Aniket Rajiv Didolkar, Xin Li, Harm van Seijen, Remi Tachet des Combes, John Langford
- 05 Oct 2022 (modified: 15 Feb 2026)
- Offline RL Workshop NeurIPS 2022
- Readers: Everyone
Learning Structured Representations by Embedding Class Hierarchy
Siqi Zeng, Remi Tachet des Combes, Han Zhao
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- ICLR 2023 poster
- Readers: Everyone
Incorporating Explicit Uncertainty Estimates into Deep Offline Reinforcement Learning
David Brandfonbrener, Remi Tachet des Combes, Romain Laroche
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- Submitted to ICLR 2023
- Readers: Everyone
Harnessing Mixed Offline Reinforcement Learning Datasets via Trajectory Weighting
Zhang-Wei Hong, Pulkit Agrawal, Remi Tachet des Combes, Romain Laroche
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- ICLR 2023 poster
- Readers: Everyone
Agent-Controller Representations: Principled Offline RL with Rich Exogenous Information
Riashat Islam, Manan Tomar, Alex Lamb, Hongyu Zang, Yonathan Efroni, Dipendra Misra, Xin Li, Harm van Seijen, Remi Tachet des Combes, John Langford
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- Submitted to ICLR 2023
- Readers: Everyone
Behavior Prior Representation learning for Offline Reinforcement Learning
Hongyu Zang, Xin Li, Jie Yu, Chen Liu, Riashat Islam, Remi Tachet des Combes, Romain Laroche
- Published: 01 Feb 2023, Last Modified: 14 Jan 2026
- ICLR 2023 poster
- Readers: Everyone

View all 51 publications

Co-Authors

View all 85 co-authors