Adrien Ali Taiga

Researcher, Google Deepmind

Joined

November 2016

Names

Adrien Ali Taiga (Preferred)

Ali Adrien Ali Taiga

Emails

****@gmail.com (Confirmed)

****@student.ecp.fr (Confirmed)

****@umontreal.ca (Confirmed)

****@google.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Researcher

Google Deepmind (google.com)

2020 – Present

PhD student

Université de Montréal (umontreal.ca)

2017 – 2020

MS student

Université de Montréal (umontreal.ca)

2016 – 2016

MS student

Ecole Centrale Paris (ecp.fr)

2012 – 2016

Advisors, Relations & Conflicts

PhD Advisor

Aaron Courville

2017 – 2023

PhD Advisor

Marc Bellemare

2017 – 2023

Expertise

reinforcement learning

Present

exploration

Present

Publications

Stop Regressing: Training Value Functions via Classification for Scalable Deep RL
Jesse Farebrother, Jordi Orbay, Quan Vuong, Adrien Ali Taiga, Yevgen Chebotar, Ted Xiao, Alex Irpan, Sergey Levine, Pablo Samuel Castro, Aleksandra Faust, Aviral Kumar, Rishabh Agarwal
- ICML 2024 Oral
- Readers: Everyone
Investigating Multi-task Pretraining and Generalization in Reinforcement Learning
Adrien Ali Taiga, Rishabh Agarwal, Jesse Farebrother, Aaron Courville, Marc G Bellemare
- 08 Oct 2022 (modified: 05 May 2023)
- Deep RL Workshop 2022
- Readers: Everyone
Investigating Multi-task Pretraining and Generalization in Reinforcement Learning
Adrien Ali Taiga, Rishabh Agarwal, Jesse Farebrother, Aaron Courville, Marc G Bellemare
- Published: 01 Feb 2023, Last Modified: 10 Mar 2023
- ICLR 2023 poster
- Readers: Everyone
Introducing Coordination in Concurrent Reinforcement Learning
Adrien Ali Taiga, Aaron Courville, Marc G Bellemare
- Published: 25 Apr 2022, Last Modified: 05 May 2023
- ICLR 2022 Workshop on Gamification and Multiagent Solutions
- Readers: Everyone
On Bonus Based Exploration Methods In The Arcade Learning Environment
Adrien Ali Taïga, William Fedus, Marlos C. Machado, Aaron C. Courville, Marc G. Bellemare
- Published: 01 Jan 2020, Last Modified: 16 May 2023
- ICLR 2020
- Readers: Everyone
Zooming for Efficient Model-Free Reinforcement Learning in Metric Spaces
Ahmed Touati, Adrien Ali Taïga, Marc G. Bellemare
- Published: 01 Jan 2020, Last Modified: 16 May 2023
- CoRR 2020
- Readers: Everyone
A Geometric Perspective on Optimal Representations for Reinforcement Learning
Marc G. Bellemare, Will Dabney, Robert Dadashi, Adrien Ali Taïga, Pablo Samuel Castro, Nicolas Le Roux, Dale Schuurmans, Tor Lattimore, Clare Lyle
- Published: 01 Jan 2019, Last Modified: 16 May 2023
- CoRR 2019
- Readers: Everyone
The Value Function Polytope in Reinforcement Learning
Robert Dadashi, Adrien Ali Taïga, Nicolas Le Roux, Dale Schuurmans, Marc G. Bellemare
- Published: 01 Jan 2019, Last Modified: 16 May 2023
- CoRR 2019
- Readers: Everyone
A Geometric Perspective on Optimal Representations for Reinforcement Learning
Marc G. Bellemare, Will Dabney, Robert Dadashi, Adrien Ali Taïga, Pablo Samuel Castro, Nicolas Le Roux, Dale Schuurmans, Tor Lattimore, Clare Lyle
- Published: 01 Jan 2019, Last Modified: 16 May 2023
- NeurIPS 2019
- Readers: Everyone
Approximate Exploration through State Abstraction
Adrien Ali Taïga, Aaron C. Courville, Marc G. Bellemare
- Published: 01 Jan 2018, Last Modified: 16 May 2023
- CoRR 2018
- Readers: Everyone

View all 13 publications

Co-Authors

View all 31 co-authors