John Winder

Publication Activity (10 Years)

Years Active: 2015-2023
Publications (10 Years): 12

Top Topics

Learning Transfer

Concept Formation

Markov Decision Process

Top Venues

Artif. Intell. Medicine

Publications

Noah Ford, John Winder, Josh McClellan
Adaptive Neural Networks Using Residual Fitting. CoRR (2023)
Gaoussou Youssouf Kebe, Padraig Higgins, Patrick Jenkins, Kasra Darvish, Rishabh Sachdeva, Ryan Barron, John Winder, Don Engel, Edward Raff, Francis Ferraro, Cynthia Matuszek
A Spoken Language Dataset of Descriptions for Speech-Based Grounded Language Learning. NeurIPS Datasets and Benchmarks (2021)
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)
Patrick Jenkins, Rishabh Sachdeva, Gaoussou Youssouf Kebe, Padraig Higgins, Kasra Darvish, Edward Raff, Don Engel, John Winder, Francisco Ferraro, Cynthia Matuszek
Presentation and Analysis of a Multimodal Dataset for Grounded LanguageLearning. CoRR (2020)
David Abel, John Winder, Marie desJardins, Michael L. Littman
The Expected-Length Model of Options. IJCAI (2019)
Andrik Rampun, Bryan W. Scotney, Philip J. Morrow, Hui Wang, John Winder
Segmentation of breast MR images using a generalised 2D mathematical model with inflation and deflation forces of active contours. Artif. Intell. Medicine 97 (2019)
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)
John Winder, Marie desJardins
Concept-Aware Feature Extraction for Knowledge Transfer in Reinforcement Learning. AAAI Workshops (2018)
Karan K. Budhraja, John Winder, Tim Oates
Feature Construction for Controlling Swarms by Visual Demonstration. ACM Trans. Auton. Adapt. Syst. 12 (2) (2017)
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)
John Winder
A Framework for Anomaly Reasoning: Interpretation through Concept Formation for Knowledge Transfer and Lifelong Learning. IJCAI (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)