Seno, Takuma

7 publications

ICML 2025 Hyperspherical Normalization for Scalable Deep Reinforcement Learning Hojoon Lee, Youngdo Lee, Takuma Seno, Donghu Kim, Peter Stone, Jaegul Choo

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

ICML 2023 Model-Based Reinforcement Learning with Scalable Composite Policy Gradient Estimators Paavo Parmas, Takuma Seno, Yuma Aoki

MLOSS 2022 D3rlpy: An Offline Deep Reinforcement Learning Library Takuma Seno, Michita Imai

NeurIPS 2022 Proppo: A Message Passing Framework for Customizable and Composable Learning Algorithms Paavo Parmas, Takuma Seno

NeurIPS 2022 Value Function Decomposition for Iterative Design of Reinforcement Learning Agents James MacGlashan, Evan Archer, Alisa Devlic, Takuma Seno, Craig Sherstan, Peter Wurman, Peter Stone

NeurIPSW 2021 Expert Human-Level Driving in Gran Turismo Sport Using Deep Reinforcement Learning with Image-Based Representation Ryuji Imamura, Takuma Seno, Kenta Kawamoto, Michael Spranger