Cameron Ethan Taylor

PhD student, College of Computing, Georgia Institute of Technology

Joined

June 2020

Names

Cameron Ethan Taylor (Preferred)

Cameron E. Taylor

Emails

****@gatech.edu (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

PhD student

College of Computing, Georgia Institute of Technology (gatech.edu)

2019 – Present

Advisors, Relations & Conflicts

PhD Advisor

Constantine Dovrolis

2020 – 2024

Expertise

continual learning

online learning

catastrophic forgetting

Present

unsupervised learning

representation learning

Present

Publications

Before Forgetting, There's Learning: Representation Learning Challenges in Online Unsupervised Continual Learning
Cameron Ethan Taylor, Shreyas Malakarjun Patil, Constantine Dovrolis
- Accepted by TMLR
- Readers: Everyone
How Can Knowledge of a Task’s Modular Structure Improve Generalization and Training Efficiency?
Shreyas Malakarjun Patil, Cameron Ethan Taylor, Constantine Dovrolis
- Accepted by TMLR
- Readers: Everyone
When and how are modular networks better?
Shreyas Malakarjun Patil, Cameron Ethan Taylor, Constantine Dovrolis
- Submitted to ICLR 2025
- Readers: Everyone
System Design for an Integrated Lifelong Reinforcement Learning Agent for Real-Time Strategy Games
Indranil Sur, Zachary Daniels, Abrar Rahman, Kamil Faber, Gianmarco J. Gallardo, Tyler L. Hayes, Cameron E. Taylor, Mustafa Burak Gurbuz, James Seale Smith, Sahana Pramod Joshi, Nathalie Japkowicz, Michael Baron, Zsolt Kira, Christopher Kanan, Roberto Corizzo, Ajay Divakaran, Michael R. Piacentino, Jesse Hostetler, Aswin Raghavan
- 2022 (modified: 17 Apr 2023)
- CoRR 2022
- Readers: Everyone
System Design for an Integrated Lifelong Reinforcement Learning Agent for Real-Time Strategy Games
Indranil Sur, Zachary Daniels, Abrar Rahman, Kamil Faber, Gianmarco J. Gallardo, Tyler L. Hayes, Cameron E. Taylor, Mustafa Burak Gurbuz, James Seale Smith, Sahana Pramod Joshi, Nathalie Japkowicz, Michael Baron, Zsolt Kira, Christopher Kanan, Roberto Corizzo, Ajay Divakaran, Michael Piacentino, Jesse Hostetler, Aswin Raghavan
- Published: 01 Jan 2022, Last Modified: 01 Oct 2023
- AIMLSystems 2022
- Readers: Everyone
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 Seale Smith, Sahana Pramod Joshi, Zsolt Kira, Cameron Ethan Taylor, Mustafa Burak Gurbuz, Constantine Dovrolis, Tyler L. Hayes, Christopher Kanan, Jhair Gallardo
- Published: 01 Jan 2022, Last Modified: 12 May 2023
- CoLLAs 2022
- Readers: Everyone
Unsupervised Progressive Learning and the STAM Architecture
James Seale Smith, Cameron E. Taylor, Seth Baer, Constantine Dovrolis
- Published: 01 Jan 2021, Last Modified: 06 Nov 2023
- IJCAI 2021
- Readers: Everyone
Unsupervised Progressive Learning and the STAM Architecture
James Smith, Cameron Ethan Taylor, Seth Baer, Constantine Dovrolis
- 28 Sept 2020 (modified: 05 May 2023)
- ICLR 2021 Conference Blind Submission
- Readers: Everyone
Adaptive network diagram constructions for representing big data event streams on monitoring dashboards
Alexander V. Mantzaris, Thomas G. Walker, Cameron E. Taylor, Dustin Ehling
- Published: 01 Jan 2019, Last Modified: 06 Nov 2023
- J. Big Data 2019
- Readers: Everyone
Exploring How Homophily and Accessibility Can Facilitate Polarization in Social Networks
Cameron E. Taylor, Alexander V. Mantzaris, Ivan Garibay
- Published: 01 Jan 2018, Last Modified: 06 Nov 2023
- Inf. 2018
- Readers: Everyone

View all 11 publications

Co-Authors

View all 29 co-authors