John D Martin

Pronouns: he/him

Researcher, Openmind Research Institute

  • Joined April 2020

Names

John D Martin (Preferred)

Emails

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

Career & Education History

Researcher
Openmind Research Institute (openmindresearch.org)
2024Present
 
Researcher
Intel Labs, Intel (intel.com)
20222024
 
Postdoc
Computing Science, University of Alberta (ualberta.ca)
20212022
 
PhD student
Mechanical Engineering, Stevens Institute of Technology (stevens.edu)
20152021
 
MS student
Computer Science, Columbia University (columbia.edu)
20132015
 
Undergrad student
Physics, University of Maryland, College Park (umd.edu)
20092012
 

Advisors, Relations & Conflicts

Postdoc Advisor
20212022
 
PhD Advisor
20152021
 
Coworker
20202020
 
Coworker
20192020
 

Expertise

Computation, theory
Present
 
Model-based Reinforcement Learning, planning, search control, limited computation budget
2021Present
 
Artificial Intelligence, goals, expressivity, agency
2021Present
 
Model-based Reinforcement Learning, planning, world models
2015Present
 
Reinforcement Learning, deep reinforcement learning, continual learning, value methods, theory
2015Present