Scholar
Colin Bellinger
Google Scholar ID: ZTBEngEAAAAJ
University of Ottawa
Machine Learning
Reinforcement Learning
Robotics
Active Learning
Limited 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
Publications
7 items
Rethinking the Suitability of Reinforcement Learning Algorithms Under Practical Transfer Constraints
2026
Cited
0
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
Co-authors
8 total
Nathalie Japkowicz
American University
Osmar Zaiane
University of Alberta - Alberta Machine Intelligence Institute, Canada CIFAR AI Chair
Roberto Corizzo
American University
Bartosz Krawczyk
Assistant Professor, Center for Imaging Science, Rochester Institute of Technology, USA
Mark Crowley
Associate Professor, Electrical and Computer Engineering, University of Waterloo, Waterloo
Paula Branco
Associate Professor, School Electrical Engineering and Computer Science at University of Ottawa
Nitesh V Chawla, Fellow: ACM, IEEE, AAAS, AAAI
Frank Freimann Professor of CSE.,Director, Lucy Family Institute for Data & Soc, Univ. of Notre Dame
Chris Drummond
National Research Council
