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

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

2017 – 2023

Expertise

reinforcement learning

Present

exploration

Present

Publications

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
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 12 publications

Co-Authors