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Takuma Seno
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2020 – today
- 2024
- [j3]Miguel Vasco, Takuma Seno, Kenta Kawamoto, Kaushik Subramanian, Peter R. Wurman, Peter Stone:
A Super-human Vision-based Reinforcement Learning Agent for Autonomous Racing in Gran Turismo. RLJ 4: 1674-1710 (2024) - [i5]Miguel Vasco, Takuma Seno, Kenta Kawamoto, Kaushik Subramanian, Peter R. Wurman, Peter Stone:
A Super-human Vision-based Reinforcement Learning Agent for Autonomous Racing in Gran Turismo. CoRR abs/2406.12563 (2024) - [i4]Hojoon Lee, Dongyoon Hwang, Donghu Kim, Hyunseung Kim, Jun Jet Tai, Kaushik Subramanian, Peter R. Wurman, Jaegul Choo, Peter Stone, Takuma Seno:
SimBa: Simplicity Bias for Scaling Up Parameters in Deep Reinforcement Learning. CoRR abs/2410.09754 (2024) - 2023
- [c5]Paavo Parmas, Takuma Seno, Yuma Aoki:
Model-based Reinforcement Learning with Scalable Composite Policy Gradient Estimators. ICML 2023: 27346-27377 - 2022
- [j2]Takuma Seno, Michita Imai:
d3rlpy: An Offline Deep Reinforcement Learning Library. J. Mach. Learn. Res. 23: 315:1-315:20 (2022) - [j1]Peter R. Wurman
, Samuel Barrett, Kenta Kawamoto, James MacGlashan, Kaushik Subramanian, Thomas J. Walsh, Roberto Capobianco
Outracing champion Gran Turismo drivers with deep reinforcement learning. Nat. 602(7896): 223-228 (2022) - [c4]James MacGlashan, Evan Archer, Alisa Devlic, Takuma Seno, Craig Sherstan, Peter R. Wurman, Peter Stone:
Value Function Decomposition for Iterative Design of Reinforcement Learning Agents. NeurIPS 2022 - [c3]Paavo Parmas, Takuma Seno:
Proppo: a Message Passing Framework for Customizable and Composable Learning Algorithms. NeurIPS 2022 - [i3]James MacGlashan, Evan Archer, Alisa Devlic, Takuma Seno, Craig Sherstan, Peter R. Wurman, Peter Stone:
Value Function Decomposition for Iterative Design of Reinforcement Learning Agents. CoRR abs/2206.13901 (2022) - 2021
- [i2]Takuma Seno, Michita Imai:
d3rlpy: An Offline Deep Reinforcement Learning Library. CoRR abs/2111.03788 (2021) - [i1]Ryuji Imamura, Takuma Seno, Kenta Kawamoto, Michael Spranger:
Expert Human-Level Driving in Gran Turismo Sport Using Deep Reinforcement Learning with Image-based Representation. CoRR abs/2111.06449 (2021)
2010 – 2019
- 2018
- [c2]Takuma Seno, Kohei Okuoka
Adaptive Semi-autonomous Agents via Episodic Control. HAI 2018: 377-379 - 2017
- [c1]Masahiko Osawa, Yuta Ashihara, Takuma Seno, Michita Imai, Satoshi Kurihara:
Accumulator Based Arbitration Model for both Supervised and Reinforcement Learning Inspired by Prefrontal Cortex. ICONIP (1) 2017: 608-617
Coauthor Index
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last updated on 2024-11-27 21:25 CET by the dblp team
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