Rory Conlin

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 9

Top Topics

Np Hard Optimization Problems

Reservoir Computing

Reinforcement Learning

Action Selection

Top Venues

IEEE Trans. Neural Networks Learn. Syst.

Eng. Appl. Artif. Intell.

Publications

Rory Conlin, Patrick Kim, Daniel W. Dudt, Dario Panici, Egemen Kolemen
Stellarator Optimization with Constraints. CoRR (2024)
Jaemin Seo, SangKyeun Kim, Azarakhsh Jalalvand, Rory Conlin, Andrew Rothstein, Joseph Abbate, Keith Erickson, Josiah Wai, Ricardo Shousha, Egemen Kolemen
Avoiding fusion plasma tearing instability with deep reinforcement learning. Nat. 626 (8000) (2024)
Jaemin Seo, Rory Conlin, Andrew Rothstein, SangKyeun Kim, Joseph Abbate, Azarakhsh Jalalvand, Egemen Kolemen
Multimodal Prediction of Tearing Instabilities in a Tokamak. IJCNN (2023)
Ian Char, Joseph Abbate, Laszlo Bardoczi, Mark D. Boyer, Youngseog Chung, Rory Conlin, Keith Erickson, Viraj Mehta, Nathan Richner, Egemen Kolemen, Jeff G. Schneider
Offline Model-Based Reinforcement Learning for Tokamak Control. L4DC (2023)
Azarakhsh Jalalvand, Joseph Abbate, Rory Conlin, Geert Verdoolaege, Egemen Kolemen
Real-Time and Adaptive Reservoir Computing With Application to Profile Prediction in Fusion Plasma. IEEE Trans. Neural Networks Learn. Syst. 33 (6) (2022)
Viraj Mehta, Ian Char, Joseph Abbate, Rory Conlin, Mark D. Boyer, Stefano Ermon, Jeff Schneider, Willie Neiswanger
Exploration via Planning for Information about the Optimal Trajectory. NeurIPS (2022)
Viraj Mehta, Ian Char, Joseph Abbate, Rory Conlin, Mark D. Boyer, Stefano Ermon, Jeff Schneider, Willie Neiswanger
Exploration via Planning for Information about the Optimal Trajectory. CoRR (2022)
Rory Conlin, Daniel W. Dudt, Dario Panici, Egemen Kolemen
The DESC Stellarator Code Suite Part II: Perturbation and continuation methods. CoRR (2022)
Rory Conlin, Keith Erickson, Joseph Abbate, Egemen Kolemen
Keras2c: A library for converting Keras neural networks to real-time compatible C. Eng. Appl. Artif. Intell. 100 (2021)