Patrick M. Pilarski
University of Alberta
H-index: 29
North America-Canada
Top articles of Patrick M. Pilarski
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Myoelectric Prosthesis Control using Recurrent Convolutional Neural Network Regression Mitigates the Limb Position Effect | bioRxiv | Heather E Williams Ahmed W Shehata Kodi Y Cheng Jacqueline S Hebert Patrick M Pilarski | 2024 |
Generating accurate 3D gaze vectors using synchronized eye tracking and motion capture | Behavior Research Methods | Scott A Stone Quinn A Boser T Riley Dawson Albert H Vette Jacqueline S Hebert | 2024/1 |
A Case Series in Position-Aware Myoelectric Prosthesis Control Using Recurrent Convolutional Neural Network Classification with Transfer Learning | Heather E Williams Jacqueline S Hebert Patrick M Pilarski Ahmed W Shehata | 2023/9/24 | |
Communicative capital: a key resource for human–machine shared agency and collaborative capacity | Kory W Mathewson Adam SR Parker Craig Sherstan Ann L Edwards Richard S Sutton | 2023/8 | |
Continually Learned Pavlovian Signalling Without Forgetting for Human-in-the-Loop Robotic Control | NeurIPS Workshop on Human in the Loop Learning (HiLL). Also arXiv:2305.14365 | Adam SR Parker Michael R Dawson Patrick M Pilarski | 2023/5/16 |
Embodied communication: How robots and people communicate through physical interaction | Aleksandra Kalinowska Patrick M Pilarski Todd D Murphey | 2023/5/3 | |
Adaptive patch foraging in deep reinforcement learning agents | Transactions on Machine Learning Research (TMLR); Also appeared at the 5th Multidisciplinary Conference on Reinforcement Learning and Decision Making (RLDM2022) | Nathan J Wispinski Andrew Butcher Craig S Chapman Matthew M Botvinick Patrick M Pilarski | 2023/4 |
A multifaceted suite of metrics for comparative myoelectric prosthesis controller research | bioRxiv | Heather E Williams Ahmed W Shehata Kodi Y Cheng Jacqueline S Hebert Patrick M Pilarski | 2023 |
Situated communication: A solution to over-communication between artificial agents | Aleksandra Kalinowska Elnaz Davoodi Florian Strub Kory Mathewson Todd Murphey | 2022/3/7 | |
Pavlovian Signalling with General Value Functions in Agent-Agent Temporal Decision Making | arXiv preprint arXiv:2201.03709 | Andrew Butcher Michael Bradley Johanson Elnaz Davoodi Dylan JA Brenneis Leslie Acker | 2022/1/11 |
Robotics, Autonomous Systems and AI for Nonurgent/Nonemergent Healthcare Delivery During and After the COVID-19 Pandemic | Mahdi Tavakoli S Farokh Atashzar Ana Luisa Trejos Simon DiMaio Patrick M Pilarski | 2022/7/1 | |
Joint Action is a Framework for Understanding Partnerships Between Humans and Upper Limb Prostheses | arXiv preprint arXiv:2212.14124 | Michael R Dawson Adam SR Parker Heather E Williams Ahmed W Shehata Jacqueline S Hebert | 2022/12/28 |
Preliminary testing of eye gaze interfaces for controlling a haptic system intended to support play in children with physical impairments: Attentive versus explicit interfaces | Journal of Rehabilitation and Assistive Technologies Engineering | Javier L Castellanos-Cruz María F Gómez-Medina Mahdi Tavakoli Patrick Pilarski Kim D Adams | 2022/2/21 |
Assessing human interaction in virtual reality with continually learning prediction agents based on reinforcement learning algorithms: A pilot study | arXiv preprint arXiv:2112.07774 | Dylan JA Brenneis Adam S Parker Michael Bradley Johanson Andrew Butcher Elnaz Davoodi | 2021/12/14 |
Machine-learned Adaptive Switching in Voluntary Lower-limb Exoskeleton Control: Preliminary Results | Pouria Faridi Javad K Mehr Don Wilson Mojtaba Sharifi Mahdi Tavakoli | 2022/7/25 | |
Five Properties of Specific Curiosity You Didn't Know Curious Machines Should Have | arXiv preprint arXiv:2212.00187 | Nadia M Ady Roshan Shariff Johannes Günther Patrick M Pilarski | 2022/12/1 |
Recurrent Convolutional Neural Networks as an Approach to Position-Aware Myoelectric Prosthesis Control | IEEE Transactions on Biomedical Engineering | Heather Elizabeth Williams Ahmed W Shehata Michael Rory Dawson Erik Scheme Jacqueline Susanne Hebert | 2022/1/5 |
A Brief Guide to Designing and Evaluating Human-Centered Interactive Machine Learning | SMILES ICLR Workshop 2022; also arXiv preprint arXiv:2204.09622 | Kory W Mathewson Patrick M Pilarski | 2022/4/20 |
What Should I Know? Using Meta-gradient Descent for Predictive Feature Discovery in a Single Stream of Experience | Alex Kearney Anna Koop Johannes Günther Patrick M Pilarski | 2022/11/28 | |
Over-communicate no more: Situated RL agents learn concise communication protocols | arXiv preprint arXiv:2211.01480 | Aleksandra Kalinowska Elnaz Davoodi Florian Strub Kory W Mathewson Ivana Kajic | 2022/11/2 |
Co-Authors
