Player-Guided AI outperforms standard AI in Sequence Alignment Puzzles

Author:

Mutalova Renata1ORCID,Sarrazin-Gendron Roman1ORCID,Ghasemloo Gheidari Parham1ORCID,Cai Eddie1ORCID,Richard Gabriel2ORCID,Caisse Sebastien2ORCID,Knight Rob3ORCID,Blanchette Mathieu1ORCID,Szantner Attila4ORCID,Waldispühl Jérôme1ORCID

Affiliation:

1. School of Computer Science, McGill University, Canada

2. Gearbox Studio Québec, Canada

3. University of California San Diego, USA

4. Massively Multiplayer Online Science, McGill University, Switzerland

Funder

Genome Quebec

Genome Canada

Publisher

ACM

Reference43 articles.

1. Christopher Berner , Greg Brockman , Brooke Chan , Vicki Cheung , Przemysław Dębiak , Christy Dennison , David Farhi , Quirin Fischer , Shariq Hashme , Chris Hesse , 2019. Dota 2 with large scale deep reinforcement learning. arXiv preprint arXiv:1912.06680 ( 2019 ). Christopher Berner, Greg Brockman, Brooke Chan, Vicki Cheung, Przemysław Dębiak, Christy Dennison, David Farhi, Quirin Fischer, Shariq Hashme, Chris Hesse, 2019. Dota 2 with large scale deep reinforcement learning. arXiv preprint arXiv:1912.06680 (2019).

2. Raunak Bhattacharyya , Blake Wulfe , Derek  J Phillips , Alex Kuefler , Jeremy Morton , Ransalu Senanayake , and Mykel  J Kochenderfer . 2022. Modeling human driving behavior through generative adversarial imitation learning . IEEE Transactions on Intelligent Transportation Systems ( 2022 ). Raunak Bhattacharyya, Blake Wulfe, Derek J Phillips, Alex Kuefler, Jeremy Morton, Ransalu Senanayake, and Mykel J Kochenderfer. 2022. Modeling human driving behavior through generative adversarial imitation learning. IEEE Transactions on Intelligent Transportation Systems (2022).

3. Yue Deng , Wei Bao , Hongwei Kong , Yufei Ren , Yong Dai , and Ruoyu Wang . 2016 . Deep direct reinforcement learning for financial signal representation and trading . In Proceedings of the IEEE Conference on Computational Intelligence for Financial Engineering & Economics. IEEE, 1–7. Yue Deng, Wei Bao, Hongwei Kong, Yufei Ren, Yong Dai, and Ruoyu Wang. 2016. Deep direct reinforcement learning for financial signal representation and trading. In Proceedings of the IEEE Conference on Computational Intelligence for Financial Engineering & Economics. IEEE, 1–7.

4. Tharindu Fernando , Simon Denman , Sridha Sridharan , and Clinton Fookes . 2018. Learning temporal strategic relationships using generative adversarial imitation learning. arXiv preprint arXiv:1805.04969 ( 2018 ). Tharindu Fernando, Simon Denman, Sridha Sridharan, and Clinton Fookes. 2018. Learning temporal strategic relationships using generative adversarial imitation learning. arXiv preprint arXiv:1805.04969 (2018).

5. Generative adversarial networks

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