Kaushik Subramanian

Researcher, Sony Europe Ltd.

Joined

September 2023

Names

Kaushik Subramanian (Preferred)

Emails

****@sony.com (Confirmed)

,

****@gmail.com (Confirmed)

Personal Links

Career & Education History

Researcher

Sony Europe Ltd. (sony.com)

2017 – Present

PhD student

Georgia Institute of Technology (gatech.edu)

2010 – 2017

MS student

Rutgers University (rutgers.edu)

2008 – 2010

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Automated Reward Design for Gran Turismo
Michel Ma, Takuma Seno, Kaushik Subramanian, Peter R. Wurman, Peter Stone, Craig Sherstan
- LAW
- Readers: Everyone
Generalization with a SPARC: Single-Phase Adaptation for Reinforcement Learning in Contextual Environments
Bram Grooten, Patrick MacAlpine, Kaushik Subramanian, Peter R. Wurman, Peter Stone
- EWRL 2025 Poster
- Readers: Everyone
SimBa: Simplicity Bias for Scaling Up Parameters in Deep Reinforcement Learning
Hojoon Lee, Dongyoon Hwang, Donghu Kim, Hyunseung Kim, Jun Jet Tai, Kaushik Subramanian, Peter R. Wurman, Jaegul Choo, Peter Stone, Takuma Seno
- ICLR 2025 Spotlight
- Readers: Everyone
Discovering Creative Behaviors through DUPLEX: Diverse Universal Features for Policy Exploration
Borja G. León, Francesco Riccio, Kaushik Subramanian, Peter R. Wurman, Peter Stone
- NeurIPS 2024 poster
- Readers: Everyone
A Super-human Vision-based Reinforcement Learning Agent for Autonomous Racing in Gran Turismo
Miguel Vasco, Takuma Seno, Kenta Kawamoto, Kaushik Subramanian, Peter R. Wurman, Peter Stone
- RLC 2024
- Readers: Everyone

Co-Authors