Offline Reinforcement Learning for Rotation Profile Control in Tokamaks Permalink
Rohit Sonker, Hiro Farre, Jiayu Chen, Andrew Rothstein, Ian Char, Ricardo Shousha, Egemen Kolemen, Jeff Schneider. L4DC 2026.
CV
Education
- Ph.D in Version Control Theory, GitHub University, 2018 (expected)
- M.S. in Jekyll, GitHub University, 2014
- B.S. in GitHub, GitHub University, 2012
Work experience
- Spring 2024: Academic Pages Collaborator
- Github University
- Duties includes: Updates and improvements to template
- Supervisor: The Users
- Fall 2015: Research Assistant
- Github University
- Duties included: Merging pull requests
- Supervisor: Professor Hub
- Summer 2015: Research Assistant
- Github University
- Duties included: Tagging issues
- Supervisor: Professor Git
Skills
- Skill 1
- Skill 2
- Sub-skill 2.1
- Sub-skill 2.2
- Sub-skill 2.3
- Skill 3
Publications
Large Language Model-based Bayesian Optimization for Tokamak Stabilization Permalink
Tejus Gupta, Rohit Sonker, EM Karagözlü, Barnabás Póczos, Jeff Schneider. NeurIPS ML4PS 2025.
Multi-Timescale Dynamics Model Bayesian Optimization for Plasma Stabilization in Tokamaks Permalink
Rohit Sonker*, Alexandre Capone*, Andrew Rothstein, Hiro Farre, Egemen Kolemen, Jeff Schneider. ICML 2025. (* equal contribution)
Preemptive tearing mode suppression using real-time ECH steering machine learning stability predictions on DIII-D Permalink
Andy Rothstein, Hiro Farre, Rohit Sonker, SangKyeun Kim, Azarakhsh Jalalvand, Jeff Schneider, Egemen Kolemen. APS DPP 2024.
Hidden Parameter Recurrent State Space Models For Changing Dynamics Scenarios Permalink
Vaisakh Shaj, Dieter Büchler, Rohit Sonker, Philipp Becker, Gerhard Neumann. ICLR 2022.
Adding Terrain Height to Improve Model Learning for Path Tracking on Uneven Terrain by a Four Wheel Robot Permalink
R. Sonker and A. Dutta. IEEE RA-L, 2021.
Techniques for Medical Concept Identification from Multi-Modal Images Permalink
Rohit Sonker, Ayush Mishra, Palvika Bansal, Anup Pattnaik. CLEF 2020.
Talks
Conference Proceeding talk 3 on Relevant Topic in Your Field
Conference proceedings talk at Testing Institute of America 2014 Annual Conference, Los Angeles, CA
Talk 2 on Relevant Topic in Your Field
Talk at London School of Testing, London, UK
Tutorial 1 on Relevant Topic in Your Field
Tutorial at UC-Berkeley Institute for Testing Science, Berkeley CA, USA
Talk 1 on Relevant Topic in Your Field
Talk at UC San Francisco, Department of Testing, San Francisco, California
Teaching
Service and leadership
- Currently signed in to 43 different slack teams