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Takuma Seno — most-cited papers & profile · Reinforcement Learning
← authors
·
overview
Takuma Seno
6
papers ·
45
citations ·
3
h-index
Sony Computer Science Laboratories
Google Scholar ↗
Semantic Scholar ↗
OpenAlex ↗
Most-cited papers
d3rlpy: An Offline Deep Reinforcement Learning Library
2021 · 42 citations
A Super-human Vision-based Reinforcement Learning Agent for Autonomous Racing in Gran Turismo
2024 · 3 citations
FlashSAC: Fast and Stable Off-Policy Reinforcement Learning for High-Dimensional Robot Control
2026
Hyperspherical Normalization for Scalable Deep Reinforcement Learning
2025
SimBa: Simplicity Bias for Scaling Up Parameters in Deep Reinforcement Learning
2024
Expert Human-Level Driving in Gran Turismo Sport Using Deep Reinforcement Learning with Image-based Representation
2021
Top co-authors
Donghu Kim
· 3
Peter Stone
· 3
Jaegul Choo
· 2
Kaushik Subramanian
· 2
Kenta Kawamoto
· 2
Peter R. Wurman
· 2
Youngdo Lee
· 2
Danica Kragic
· 1
Daniel Palenicek
· 1
Dongyoon Hwang
· 1
Florian Vogt
· 1
Hojoon Lee
· 1
Topics
Value-Based
Model-Based RL
Policy Gradient
Game AI
Offline RL
Multi-Agent