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.

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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

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