Bruno Scherrer

Researcher, INRIA

Joined

July 2019

Names

Bruno Scherrer

Emails

****@inria.fr (Confirmed)

Personal Links

Career & Education History

Researcher

INRIA (inria.fr)

2004 – Present

Advisors, Relations & Conflicts

PhD Advisor

Francois Charpillet

Present

Coauthor

Present

Coauthor

Olivier Pietquin

Present

Coauthor

Present

Coauthor

Present

Coauthor

Present

Coauthor

Yonathan Efroni

Present

Coauthor

Present

PhD Advisee

Present

Expertise

Reinforcement Learning

Present

Markov Decision Processes

Present

Publications

AlphaBeta is not as good as you think: a simple class of synthetic games for a better analysis of deterministic game-solving algorithms
Raphael Boige, Amine Boumaza, Bruno Scherrer
- NeurIPS 2025 poster
- Readers: Everyone
A Theory of Regularized Markov Decision Processes
Matthieu Geist, Bruno Scherrer, Olivier Pietquin
- 2019 (modified: 11 Nov 2022)
- ICML 2019
- Readers: Everyone
How to Combine Tree-Search Methods in Reinforcement Learning.
Yonathan Efroni, Gal Dalal, Bruno Scherrer, Shie Mannor
- 2019 (modified: 10 Nov 2022)
- AAAI2019
- Readers: Everyone
Multiple-Step Greedy Policies in Approximate and Online Reinforcement Learning
Yonathan Efroni, Gal Dalal, Bruno Scherrer, Shie Mannor
- 2018 (modified: 11 Nov 2022)
- NeurIPS 2018
- Readers: Everyone
Beyond the One-Step Greedy Approach in Reinforcement Learning
Yonathan Efroni, Gal Dalal, Bruno Scherrer, Shie Mannor
- 2018 (modified: 11 Nov 2022)
- ICML 2018
- Readers: Everyone
Softened Approximate Policy Iteration for Markov Games
Julien Pérolat, Bilal Piot, Matthieu Geist, Bruno Scherrer, Olivier Pietquin
- 2016 (modified: 11 Nov 2022)
- ICML 2016
- Readers: Everyone
On the Rate of Convergence and Error Bounds for LSTD(\(\lambda\))
Manel Tagorti, Bruno Scherrer
- 2015 (modified: 11 Nov 2022)
- ICML 2015
- Readers: Everyone
Approximate Dynamic Programming for Two-Player Zero-Sum Markov Games
Julien Pérolat, Bruno Scherrer, Bilal Piot, Olivier Pietquin
- 2015 (modified: 11 Nov 2022)
- ICML 2015
- Readers: Everyone
Non-Stationary Approximate Modified Policy Iteration
Boris Lesner, Bruno Scherrer
- 2015 (modified: 11 Nov 2022)
- ICML 2015
- Readers: Everyone
Approximate Policy Iteration Schemes: A Comparison
Bruno Scherrer
- 2014 (modified: 11 Nov 2022)
- ICML 2014
- Readers: Everyone

View all 20 publications

Co-Authors