Subramanian, Kaushik

7 publications

ICLR 2025 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

NeurIPS 2024 Discovering Creative Behaviors Through DUPLEX: Diverse Universal Features for Policy Exploration Borja G. Leon, Francesco Riccio, Kaushik Subramanian, Peter R. Wurman, Peter Stone

NeurIPS 2013 Policy Shaping: Integrating Human Feedback with Reinforcement Learning Shane Griffith, Kaushik Subramanian, Jonathan Scholz, Charles L Isbell, Andrea L Thomaz

ICML 2011 Apprenticeship Learning About Multiple Intentions Monica Babes, Vukosi Marivate, Kaushik Subramanian, Michael L. Littman

AAAI 2011 Learning Tasks and Skills Together from a Human Teacher Baris Akgün, Kaushik Subramanian, Jaeeun Shim, Andrea Lockerd Thomaz

ICML 2010 Generalizing Apprenticeship Learning Across Hypothesis Classes Thomas J. Walsh, Kaushik Subramanian, Michael L. Littman, Carlos Diuk

AAAI 2010 Task Space Behavior Learning for Humanoid Robots Using Gaussian Mixture Models Kaushik Subramanian