Colin Bellinger
Scholar

Colin Bellinger

Google Scholar ID: ZTBEngEAAAAJ
University of Ottawa
Machine LearningReinforcement LearningRoboticsActive LearningLimited and Imbalanced Data
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Citations & Impact
All-time
Citations
2,051
 
H-index
22
 
i10-index
35
 
Publications
20
 
Co-authors
16
list available
Contact
No contact links provided.
Publications
6 items
Benchmarking Action Spaces in Reinforcement Learning for Vision-based Robotic Manipulation
2026
Cited
0
Correcting Performance Estimation Bias in Imbalanced Classification with Minority Subconcepts
2026
Cited
0
General and Efficient Visual Goal-Conditioned Reinforcement Learning using Object-Agnostic Masks
2025
Cited
0
Versatile and Generalizable Manipulation via Goal-Conditioned Reinforcement Learning with Grounded Object Detection
2025
Cited
0
Energy-Efficient Satellite IoT Optical Downlinks Using Weather-Adaptive Reinforcement Learning
2025
Cited
0
Deep Policy Gradient Methods Without Batch Updates, Target Networks, or Replay Buffers
Neural Information Processing Systems · 2024
Cited
2
Resume (English only)
Co-authors
16 total
Nathalie Japkowicz
Nathalie Japkowicz
American University
Osmar Zaiane
Osmar Zaiane
University of Alberta - Alberta Machine Intelligence Institute, Canada CIFAR AI Chair
Roberto Corizzo
Roberto Corizzo
American University
Bartosz Krawczyk
Bartosz Krawczyk
Assistant Professor, Center for Imaging Science, Rochester Institute of Technology, USA
Co-author 5
Co-author 5
Co-author 6
Co-author 6
Mark Crowley
Mark Crowley
Associate Professor, Electrical and Computer Engineering, University of Waterloo, Waterloo
Paula Branco
Paula Branco
Associate Professor, School Electrical Engineering and Computer Science at University of Ottawa