Joseph Modayil

Joseph Modayil

University of Alberta

H-index: 24

North America-Canada

About Joseph Modayil

Joseph Modayil, With an exceptional h-index of 24 and a recent h-index of 15 (since 2020), a distinguished researcher at University of Alberta, specializes in the field of Artificial Intelligence, Reinforcement Learning, Robotics, Machine Learning.

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

Controlling agents using auxiliary prediction neural networks that generate state value estimates

Loss of plasticity in continual deep reinforcement learning

Towards model-free RL algorithms that scale well with unstructured data

Training action selection neural networks using a differentiable credit function

Pavlovian Signalling with General Value Functions in Agent-Agent Temporal Decision Making

Learning to Look by Self-Prediction

The Frost Hollow experiments: Pavlovian signalling as a path to coordination and communication between agents

Assessing human interaction in virtual reality with continually learning prediction agents based on reinforcement learning algorithms: A pilot study

Joseph Modayil Information

University

Position

Computing Science

Citations(all)

5659

Citations(since 2020)

3931

Cited By

3195

hIndex(all)

24

hIndex(since 2020)

15

i10Index(all)

35

i10Index(since 2020)

20

Email

University Profile Page

University of Alberta

Google Scholar

View Google Scholar Profile

Joseph Modayil Skills & Research Interests

Artificial Intelligence

Reinforcement Learning

Robotics

Machine Learning

Top articles of Joseph Modayil

Title

Journal

Author(s)

Publication Date

Controlling agents using auxiliary prediction neural networks that generate state value estimates

2024/2/8

Loss of plasticity in continual deep reinforcement learning

Zaheer Abbas

Rosie Zhao

Joseph Modayil

Adam White

Marlos C Machado

2023/11/20

Towards model-free RL algorithms that scale well with unstructured data

arXiv preprint arXiv:2311.02215

Joseph Modayil

Zaheer Abbas

2023/11/3

Training action selection neural networks using a differentiable credit function

2023/5/16

Pavlovian Signalling with General Value Functions in Agent-Agent Temporal Decision Making

arXiv preprint arXiv:2201.03709

Andrew Butcher

Michael Bradley Johanson

Elnaz Davoodi

Dylan JA Brenneis

Leslie Acker

...

2022/1/11

Learning to Look by Self-Prediction

Transactions on Machine Learning Research

Matthew Koichi Grimes

Joseph Varughese Modayil

Piotr W Mirowski

Dushyant Rao

Raia Hadsell

2022/12/5

The Frost Hollow experiments: Pavlovian signalling as a path to coordination and communication between agents

arXiv preprint arXiv:2203.09498

Patrick M Pilarski

Andrew Butcher

Elnaz Davoodi

Michael Bradley Johanson

Dylan JA Brenneis

...

2022/3/17

Assessing human interaction in virtual reality with continually learning prediction agents based on reinforcement learning algorithms: A pilot study

arXiv preprint arXiv:2112.07774

Dylan JA Brenneis

Adam S Parker

Michael Bradley Johanson

Andrew Butcher

Elnaz Davoodi

...

2021/12/14

Adapting the function approximation architecture in online reinforcement learning

arXiv preprint arXiv:2106.09776

John D. Martin

Joseph Modayil

2021/6/17

See List of Professors in Joseph Modayil University(University of Alberta)

Co-Authors

H-index: 69
Benjamin Kuipers

Benjamin Kuipers

University of Michigan-Dearborn

H-index: 29
Patrick M. Pilarski

Patrick M. Pilarski

University of Alberta

academic-engine