John D Martin

Intel

  • Joined April 2020

Names

John D Martin (Preferred)

Emails

****@stevens.edu (Confirmed)
,
****@gmail.com (Confirmed)
,
****@ualberta.edu
,
****@intel.com

Personal Links

Education & Career History

Researcher
Intel (intel.com)
2022 – Present
 
Postdoc
University of Alberta (ualberta.ca)
2021 – 2022
 
PhD student
Stevens Institute of Technology (stevens.edu)
2015 – 2021
 
MS student
Columbia University (columbia.edu)
2013 – 2015
 
Undergrad student
University of Maryland, College Park (umd.edu)
2009 – 2012
 

Advisors, Relations & Conflicts

Postdoc Advisor
2021 – Present
 
PhD Advisor
2015 – 2021
 
Coworker
2020 – 2020
 
Coworker
2019 – 2020
 

Expertise

Model-based Reinforcement Learning, planning, search control, limited computation budget
2021 – Present
 
Artificial Intelligence, goals
2021 – Present
 
Reinforcement Learning, deep reinforcement learning, continual learning, value methods,
2015 – Present
 
Model-based Reinforcement Learning, planning, world models
2015 – Present
 
Bayesian nonparametrics, gaussian processes, latent variable models
2013 – Present