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Kaushik Subramanian — most-cited papers & profile · Reinforcement Learning
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Kaushik Subramanian
6
papers ·
9
citations ·
0
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Most-cited papers
A Champion-level Vision-based Reinforcement Learning Agent for Competitive Racing in Gran Turismo 7
2025 · 6 citations
A Super-human Vision-based Reinforcement Learning Agent for Autonomous Racing in Gran Turismo
2024 · 3 citations
Automated Reward Design for Gran Turismo
2025
SimBa: Simplicity Bias for Scaling Up Parameters in Deep Reinforcement Learning
2024
Navigating Occluded Intersections with Autonomous Vehicles using Deep Reinforcement Learning
2017
Top co-authors
Peter R. Wurman
· 2
Peter R. Wurman
· 2
Peter Stone
· 2
Peter Stone
· 2
Takuma Seno
· 2
Takuma Seno
· 2
Akansel Cosgun
· 1
Craig Sherstan
· 1
David Isele
· 1
Donghu Kim
· 1
Dongyoon Hwang
· 1
Hojoon Lee
· 1
Topics
Model-Based RL
Game AI
Policy Gradient
Value-Based
Multi-Agent
RLHF & Alignment
Safe RL
Exploration