This work was made possible by the exceptional contributions of: Abhishek Sharma, Adams Yu, Ali Razavi, Andeep Toor, Andrew Pierson, Ankush Gupta, Austin Waters, Daniel Tanis, Dumitru Erhan, Eric Lau, Eleni Shaw, Gabe Barth-Maron, Greg Shaw, Han Zhang, Henna Nandwani, Hernan Moraldo, Hyunjik Kim, Irina Blok, Jakob Bauer, Jeff Donahue, Junyoung Chung, Kory Mathewson, Kurtis David, Lasse Espeholt, Marc van Zee, Matt McGill, Medhini Narasimhan, Miaosen Wang, Mikołaj Bińkowski, Mohammad Babaeizadeh, Mohammad Taghi Saffar, Nick Pezzotti, Pieter-Jan Kindermans, Poorva Rane, Rachel Hornung, Robert Riachi, Ruben Villegas, Rui Qian, Sander Dieleman, Serena Zhang, Serkan Cabi, Shixin Luo, Shlomi Fruchter, Signe Nørly, Srivatsan Srinivasan, Tobias Pfaff, Tom Hume, Vikas Verma, Weizhe Hua, William Zhu, Xinchen Yan, Xinyu Wang, Yelin Kim, Yuqing Du and Yutian Chen.
We extend our gratitude to Aida Nematzadeh, Alex Cullum, Anja Hauth, April Lehman, Aäron van den Oord, Benigno Uria, Charlie Chen, Charlie Nash, Charline Le Lan, Conor Durkan, Cristian Țăpuș, David Bridson, David Ding, David Steiner, Emanuel Taropa, Evgeny Gladchenko, Frankie Garcia, Gavin Buttimore, Geng Yan, Greg Shaw, Hadi Hashemi, Harsha Vashisht, Hartwig Adam, Huisheng Wang, Jacob Austin, Jacob Kelly, Jacob Walker, Jim Lin, Jonas Adler, Joost van Amersfoort, Jordi Pont-Tuset, Josh V. Dillon, Josh Newlan, Junlin Zhang, Junwhan Ahn, Katie Zhang, Kelvin Xu, Kristian Kjems, Lois Zhou, Luis C. Cobo, Maigo Le, Malcolm Reynolds, Marcus Wainwright, Mary Cassin, Mateusz Malinowski, Matt Smart, Matt Young, Mingda Zhang, Minh Giang, Moritz Dickfeld, Nancy Xiao, Nelly Papalampidi, Nikhil Khadke, Nir Shabat, Oliver Woodman, Ollie Purkiss, Oskar Bunyan, Patrice Oehen, Pauline Luc, Pete Aykroyd, Petko Georgiev, Phil Chen, Rakesh Shivanna, Ramya Ganeshan, Richard Nguyen, RJ Mical, Robin Strudel, Rohan Anil, Sam Haves, Shanshan Zheng, Sholto Douglas, Siddhartha Brahma, Tatiana López, Victor Gomes, Vighnesh Birodkar, Xin Chen, Yaroslav Ganin, Yi-Ling Wang, Yilin Ma, Yori Zwols, Yu Qiao, Yuchen Liang, Yusuf Aytar and Zu Kim for their invaluable partnership in developing and refining key components of this project.
Special thanks to Douglas Eck, Nando de Freitas, Oriol Vinyals, Eli Collins, Koray Kavukcuoglu and Demis Hassabis for their insightful guidance and support throughout the research process.
We also acknowledge the many other individuals who contributed across Google DeepMind and our partners at Google.