Level Generation Through Large Language Models

Author:

Todd Graham1ORCID,Earle Sam1ORCID,Nasir Muhammad Umair2ORCID,Green Michael Cerny1ORCID,Togelius Julian1ORCID

Affiliation:

1. New York University Tandon, United States

2. University of the Witwatersrand, South Africa

Publisher

ACM

Reference37 articles.

1. Andrea Agostinelli , Timo  I Denk , Zalán Borsos , Jesse Engel , Mauro Verzetti , Antoine Caillon , Qingqing Huang , Aren Jansen , Adam Roberts , Marco Tagliasacchi , 2023. MusicLM: Generating Music From Text. arXiv preprint arXiv:2301.11325 ( 2023 ). Andrea Agostinelli, Timo I Denk, Zalán Borsos, Jesse Engel, Mauro Verzetti, Antoine Caillon, Qingqing Huang, Aren Jansen, Adam Roberts, Marco Tagliasacchi, 2023. MusicLM: Generating Music From Text. arXiv preprint arXiv:2301.11325 (2023).

2. Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan Prafulla Dhariwal Arvind Neelakantan Pranav Shyam Girish Sastry Amanda Askell Sandhini Agarwal Ariel Herbert-Voss Gretchen Krueger Tom Henighan Rewon Child Aditya Ramesh Daniel M. Ziegler Jeffrey Wu Clemens Winter Christopher Hesse Mark Chen Eric Sigler Mateusz Litwin Scott Gray Benjamin Chess Jack Clark Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever and Dario Amodei. 2020. Language Models are Few-Shot Learners. https://doi.org/10.48550/ARXIV.2005.14165 10.48550/ARXIV.2005.14165

3. Tom B. Brown Benjamin Mann Nick Ryder Melanie Subbiah Jared Kaplan Prafulla Dhariwal Arvind Neelakantan Pranav Shyam Girish Sastry Amanda Askell Sandhini Agarwal Ariel Herbert-Voss Gretchen Krueger Tom Henighan Rewon Child Aditya Ramesh Daniel M. Ziegler Jeffrey Wu Clemens Winter Christopher Hesse Mark Chen Eric Sigler Mateusz Litwin Scott Gray Benjamin Chess Jack Clark Christopher Berner Sam McCandlish Alec Radford Ilya Sutskever and Dario Amodei. 2020. Language Models are Few-Shot Learners. https://doi.org/10.48550/ARXIV.2005.14165

4. Lili Chen , Kevin Lu , Aravind Rajeswaran , Kimin Lee , Aditya Grover , Misha Laskin , Pieter Abbeel , Aravind Srinivas , and Igor Mordatch . 2021. Decision transformer: Reinforcement learning via sequence modeling. Advances in neural information processing systems 34 ( 2021 ), 15084–15097. Lili Chen, Kevin Lu, Aravind Rajeswaran, Kimin Lee, Aditya Grover, Misha Laskin, Pieter Abbeel, Aravind Srinivas, and Igor Mordatch. 2021. Decision transformer: Reinforcement learning via sequence modeling. Advances in neural information processing systems 34 (2021), 15084–15097.

5. Linear levels through n-grams

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