Takuma Seno

According to our database1, Takuma Seno authored at least 9 papers between 2017 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
A Super-human Vision-based Reinforcement Learning Agent for Autonomous Racing in Gran Turismo.
Proceedings of the 1st Reinforcement Learning Conference, 2024

2023
Model-based Reinforcement Learning with Scalable Composite Policy Gradient Estimators.
Proceedings of the International Conference on Machine Learning, 2023

2022
Outracing champion Gran Turismo drivers with deep reinforcement learning.
Nat., 2022

d3rlpy: An Offline Deep Reinforcement Learning Library.
J. Mach. Learn. Res., 2022

Proppo: a Message Passing Framework for Customizable and Composable Learning Algorithms.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Value Function Decomposition for Iterative Design of Reinforcement Learning Agents.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021
Expert Human-Level Driving in Gran Turismo Sport Using Deep Reinforcement Learning with Image-based Representation.
CoRR, 2021

2018
Adaptive Semi-autonomous Agents via Episodic Control.
Proceedings of the 6th International Conference on Human-Agent Interaction, 2018

2017
Accumulator Based Arbitration Model for both Supervised and Reinforcement Learning Inspired by Prefrontal Cortex.
Proceedings of the Neural Information Processing - 24th International Conference, 2017


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