Seno, Takuma

1. SimBa: Simplicity Bias for Scaling Up Parameters in Deep Reinforcement Learning
   2024/10/13 by Hojoon Lee, Lee, Hojoon, Dongyoon Hwang +16 · 28 citations
   Computer Science · #Reinforcement Learning in Robotics #Evolutionary Algorithms and Applications
2. A Super-human Vision-based Reinforcement Learning Agent for Autonomous Racing in Gran Turismo
   2024/06/18 by Miguel Vasco, Takuma Seno, Vasco, Miguel +8 · 8 citations
   Engineering · Computer Science · #Autonomous Vehicle Technology and Safety #Reinforcement Learning in Robotics
3. Hyperspherical Normalization for Scalable Deep Reinforcement Learning
   2025/02/21 by HoJoon Lee, Lee, Hojoon, Yongkyu Lee +9 · 10 citations
   Computer Science · #Reinforcement Learning in Robotics #Adaptive Dynamic Programming Control #Adversarial Robustness in Machine Learning
4. Value Function Decomposition for Iterative Design of Reinforcement Learning Agents
   2022/06/24 by James MacGlashan, MacGlashan, James, Evan Archer +11 · 2 citations
   Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Open Source Software Innovations #Software Engineering Research #Supply Chain and Inventory Management
5. Expert Human-Level Driving in Gran Turismo Sport Using Deep Reinforcement Learning with Image-based Representation
   2021/11/11 by Imamura, Ryuji, Seno, Takuma, Kawamoto, Kenta +1 · 1 citation
   #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences