Shawn Squire

Translating English to Reward Functions

Smaranda Muresan, Marie desJardins, James MacGlashan, 2014 .

Portable Option Discovery for Automated Learning Transfer in Object-Oriented Markov Decision Processes

Marie desJardins, James MacGlashan, John Winder, 2015, IJCAI.

Discovering Subgoals in Complex Domains

Marie desJardins, James MacGlashan, Nicholay Topin, 2014, AAAI Fall Symposia.

Planning with Abstract Markov Decision Processes

Stefanie Tellex, Lawson L. S. Wong, Marie desJardins, 2017, ICAPS.

Abstracting Complex Domains Using Modular Object-Oriented Markov Decision Processes

Marie desJardins, Shawn Squire, S. Squire, 2016, AAAI.

Autonomous Hierarchical POMDP Planning from Low-Level Sensors

Marie desJardins, Shawn Squire, S. Squire, 2013, AAAI Workshop: Learning Rich Representations from Low-Level Sensors.

Planning with Abstract Learned Models While Learning Transferable Subtasks pdf

Marie desJardins, John Winder, Cynthia Matuszek, 2020, AAAI.

Grounding English Commands to Reward Functions

Smaranda Muresan, Stefanie Tellex, Marie desJardins, 2015, Robotics: Science and Systems.