Ankesh Anand

Ankesh Anand

Université de Montréal

H-index: 10

North America-Canada

About Ankesh Anand

Ankesh Anand, With an exceptional h-index of 10 and a recent h-index of 10 (since 2020), a distinguished researcher at Université de Montréal, specializes in the field of Deep Learning, Reinforcement Learning, Self-Supervised Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Many-Shot In-Context Learning

Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

Investigating the role of model-based learning in exploration and transfer

Gemini: a family of highly capable multimodal models

Beyond human data: Scaling self-training for problem-solving with language models

Procedural Generalization by Planning with Self-Supervised World Models

Pretraining Representations for Data-Efficient Reinforcement Learning

Data-Efficient Reinforcement Learning with Self-Predictive Representations

Ankesh Anand Information

University

Position

Mila

Citations(all)

1024

Citations(since 2020)

964

Cited By

294

hIndex(all)

10

hIndex(since 2020)

10

i10Index(all)

11

i10Index(since 2020)

10

Email

University Profile Page

Université de Montréal

Google Scholar

View Google Scholar Profile

Ankesh Anand Skills & Research Interests

Deep Learning

Reinforcement Learning

Self-Supervised Learning

Top articles of Ankesh Anand

Title

Journal

Author(s)

Publication Date

Many-Shot In-Context Learning

arXiv preprint arXiv:2404.11018

Rishabh Agarwal

Avi Singh

Lei M Zhang

Bernd Bohnet

Stephanie Chan

...

2024/4/17

Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context

arXiv preprint arXiv:2403.05530

Machel Reid

Nikolay Savinov

Denis Teplyashin

Dmitry Lepikhin

Timothy Lillicrap

...

2024/3/8

Investigating the role of model-based learning in exploration and transfer

Jacob C Walker

Eszter Vértes

Yazhe Li

Gabriel Dulac-Arnold

Ankesh Anand

...

2023/7/3

Gemini: a family of highly capable multimodal models

arXiv preprint arXiv:2312.11805

Gemini Team

Rohan Anil

Sebastian Borgeaud

Yonghui Wu

Jean-Baptiste Alayrac

...

2023/12/19

Beyond human data: Scaling self-training for problem-solving with language models

arXiv preprint arXiv:2312.06585

Avi Singh

John D Co-Reyes

Rishabh Agarwal

Ankesh Anand

Piyush Patil

...

2023/12/11

Procedural Generalization by Planning with Self-Supervised World Models

arXiv preprint arXiv:2111.01587

Ankesh Anand

Jacob Walker

Yazhe Li

Eszter Vértes

Julian Schrittwieser

...

2021/11/2

Pretraining Representations for Data-Efficient Reinforcement Learning

Advances in Neural Information Processing Systems

Max Schwarzer

Nitarshan Rajkumar

Michael Noukhovitch

Ankesh Anand

Laurent Charlin

...

2021/12/6

Data-Efficient Reinforcement Learning with Self-Predictive Representations

International Conference on Learning Representations (ICLR 2021)

Max Schwarzer

Ankesh Anand

Rishab Goel

R Devon Hjelm

Aaron Courville

...

2021

See List of Professors in Ankesh Anand University(Université de Montréal)

Co-Authors

H-index: 227
Yoshua Bengio

Yoshua Bengio

Université de Montréal

H-index: 98
Aaron Courville

Aaron Courville

Université de Montréal

H-index: 24
Ethan Perez

Ethan Perez

New York University

H-index: 16
Sherjil Ozair

Sherjil Ozair

Université de Montréal

H-index: 12
Max Schwarzer

Max Schwarzer

Université de Montréal

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