John D Martin (Preferred)
John D Martin
Pronouns: he/him
Researcher, Openmind Research Institute
- Joined April 2020
Names
Emails
****@stevens.edu (Confirmed)
, ****@gmail.com (Confirmed)
, ****@ualberta.edu
, ****@openmindresearch.org (Confirmed)
Personal Links
Career & Education History
Researcher
Openmind Research Institute (openmindresearch.org)
2024 – Present
Researcher
Intel Labs, Intel (intel.com)
2022 – 2024
Postdoc
Computing Science, University of Alberta (ualberta.ca)
2021 – 2022
PhD student
Mechanical Engineering, Stevens Institute of Technology (stevens.edu)
2015 – 2021
MS student
Computer Science, Columbia University (columbia.edu)
2013 – 2015
Undergrad student
Physics, University of Maryland, College Park (umd.edu)
2009 – 2012
Advisors, Relations & Conflicts
Expertise
Computation, theory
Present
Model-based Reinforcement Learning, planning, search control, limited computation budget
2021 – Present
Artificial Intelligence, goals, expressivity, agency
2021 – Present
Model-based Reinforcement Learning, planning, world models
2015 – Present
Reinforcement Learning, deep reinforcement learning, continual learning, value methods, theory
2015 – Present