Shawn Squire

Publication Activity (10 Years)

Years Active: 2013-2020
Publications (10 Years): 6

Top Topics

Markov Decision Process

Learning Transfer

Reward Function

Complex Domains

Top Venues

AAAI Fall Symposia

Publications

John Winder, Stephanie Milani, Matthew Landen, Erebus Oh, Shane Parr, Shawn Squire, Marie desJardins, Cynthia Matuszek
Planning with Abstract Learned Models While Learning Transferable Subtasks. AAAI (2020)
John Winder, Stephanie Milani, Matthew Landen, Erebus Oh, Shane Parr, Shawn Squire, Marie desJardins, Cynthia Matuszek
Planning with Abstract Learned Models While Learning Transferable Subtasks. CoRR (2019)
Nakul Gopalan, Marie desJardins, Michael L. Littman, James MacGlashan, Shawn Squire, Stefanie Tellex, John Winder, Lawson L. S. Wong
Planning with Abstract Markov Decision Processes. ICAPS (2017)
Shawn Squire, Marie desJardins
Abstracting Complex Domains Using Modular Object-Oriented Markov Decision Processes. AAAI (2016)
Nicholay Topin, Nicholas Haltmeyer, Shawn Squire, John Winder, Marie desJardins, James MacGlashan
Portable Option Discovery for Automated Learning Transfer in Object-Oriented Markov Decision Processes. IJCAI (2015)
James MacGlashan, Monica Babes-Vroman, Marie desJardins, Michael L. Littman, Smaranda Muresan, Shawn Squire, Stefanie Tellex, Dilip Arumugam, Lei Yang
Grounding English Commands to Reward Functions. Robotics: Science and Systems (2015)
Marie desJardins, Tenji Tembo, Nicholay Topin, Michael Bishoff, Shawn Squire, James MacGlashan, Rose Carignan, Nicholas Haltmeyer
Discovering Subgoals in Complex Domains. AAAI Fall Symposia (2014)
Shawn Squire, Marie desJardins
Autonomous Hierarchical POMDP Planning from Low-Level Sensors. AAAI Workshop: Learning Rich Representations from Low-Level Sensors (2013)