John D Martin

Intel

Names

John D Martin (Preferred)

Emails

****@stevens.edu
,
****@gmail.com
,
****@ualberta.edu
,
****@intel.com

Education & Career History

Researcher
Intel (intel.com)
2022Present
 
Postdoc
University of Alberta (ualberta.ca)
20212022
 
PhD student
Stevens Institute of Technology (stevens.edu)
20152021
 
MS student
Columbia University (columbia.edu)
20132015
 
Undergrad student
University of Maryland, College Park (umd.edu)
20092012
 

Advisors, Relations & Conflicts

Postdoc Advisor
2021Present
 
PhD Advisor
20152021
 
Coworker
20202020
 
Coworker
20192020
 

Expertise

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