Taylor, Cameron Ethan

4 publications

TMLR 2025 Before Forgetting, There's Learning: Representation Learning Challenges in Online Unsupervised Continual Learning Cameron Ethan Taylor, Shreyas Malakarjun Patil, Constantine Dovrolis

TMLR 2025 How Can Knowledge of a Task’s Modular Structure Improve Generalization and Training Efficiency? Shreyas Malakarjun Patil, Cameron Ethan Taylor, Constantine Dovrolis

CoLLAs 2024 Patch-Based Contrastive Learning and Memory Consolidation for Online Unsupervised Continual Learning Cameron Ethan Taylor, Vassilis Vassiliades, Constantine Dovrolis

CoLLAs 2022 Model-Free Generative Replay for Lifelong Reinforcement Learning: Application to Starcraft-2 Zachary Alan Daniels, Aswin Raghavan, Jesse Hostetler, Abrar Rahman, Indranil Sur, Michael Piacentino, Ajay Divakaran, Roberto Corizzo, Kamil Faber, Nathalie Japkowicz, Michael Baron, James Smith, Sahana Pramod Joshi, Zsolt Kira, Cameron Ethan Taylor, Mustafa Burak Gurbuz, Constantine Dovrolis, Tyler L. Hayes, Christopher Kanan, Jhair Gallardo