Outracing champion Gran Turismo drivers with deep reinforcement learning

Author:

Wurman Peter R.ORCID,Barrett Samuel,Kawamoto Kenta,MacGlashan James,Subramanian Kaushik,Walsh Thomas J.,Capobianco RobertoORCID,Devlic Alisa,Eckert Franziska,Fuchs FlorianORCID,Gilpin LeilaniORCID,Khandelwal Piyush,Kompella Varun,Lin HaoChih,MacAlpine Patrick,Oller Declan,Seno Takuma,Sherstan Craig,Thomure Michael D.,Aghabozorgi Houmehr,Barrett LeonORCID,Douglas Rory,Whitehead Dion,Dürr PeterORCID,Stone Peter,Spranger MichaelORCID,Kitano Hiroaki

Publisher

Springer Science and Business Media LLC

Subject

Multidisciplinary

Reference50 articles.

1. Milliken, W. F. et al. Race Car Vehicle Dynamics Vol. 400 (Society of Automotive Engineers, 1995).

2. Mnih, V. et al. Playing Atari with deep reinforcement learning. Preprint at https://arxiv.org/abs/1312.5602 (2013).

3. Silver, D. et al. Mastering the game of Go with deep neural networks and tree search. Nature 529, 484–489 (2016).

4. Silver, D. et al. Mastering the game of Go without human knowledge. Nature 550, 354–359 (2017).

5. Vinyals, O. et al. Grandmaster level in StarCraft II using multi-agent reinforcement learning. Nature 575, 350–354 (2019).

Cited by 117 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Battery safety: Machine learning-based prognostics;Progress in Energy and Combustion Science;2024-05

2. Deep reinforcement learning based energy management strategies for electrified vehicles: Recent advances and perspectives;Renewable and Sustainable Energy Reviews;2024-03

3. Goal-Guided Transformer-Enabled Reinforcement Learning for Efficient Autonomous Navigation;IEEE Transactions on Intelligent Transportation Systems;2024-02

4. Prediction error in dopamine neurons during associative learning;Neuroscience Research;2024-02

5. Actively Learning to Learn Causal Relationships;Computational Brain & Behavior;2024-01-05

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3