Soccer AI research, DeepMind Technologies Limited, London, United Kingdom

[Airicist2]

Developer - DeepMind Technologies Limited (https://pr.ai/showthread.php?4751)

sites.google.com/view/op3-soccer (https://sites.google.com/view/op3-soccer)

youtube.com/@OP3Soccer (https://www.youtube.com/@OP3Soccer)

DARwIn-OP (https://pr.ai/showthread.php?t=2829), mini humanoid robot platform, Robotis, Seoul, Korea

[Airicist2]

https://youtu.be/NI3NQczBWjg

Watch DeepMind's digital humanoids learn to play soccer

Aug 31, 2022


DeepMind's artificial intelligence has learned to play soccer. By learning from decades worth of computer simulations, the AI took digital humanoids from flailing tots to proficient players.

DeepMind researchers trained the AI how to play soccer in a computer simulation through an athletic curriculum resembling a sped-up version of growing a human baby into a football player.

Article "DeepMind's artificial intelligence has learned to play soccer. By learning from decades worth of computer simulations, the AI took digital humanoids from flailing tots to proficient players. (https://www.newscientist.com/article/2336132-deepmind-ai-learns-to-play-soccer-using-decades-of-match-simulations)"
DeepMind researchers trained the AI how to play soccer in a computer simulation through an athletic curriculum resembling a sped-up version of growing a human baby into a football player.

by Jeremy Hsu (https://www.linkedin.com/in/jeremy-hsu-tech-journalist)
August 31, 2022

[Airicist2]

Article "Stone-hearted researchers gleefully push over adorable soccer-playing robots (https://arstechnica.com/information-technology/2023/05/stone-hearted-researchers-gleefully-push-over-adorable-soccer-playing-robots)"
DeepMind tests "robustness to pushing" in football robot breakthrough.

by Benj Edwards (https://www.linkedin.com/in/benjedwards)
May 2, 2023

[Airicist2]

Article "TacticAI: an AI assistant for football tactics (https://deepmind.google/discover/blog/tacticai-ai-assistant-for-football-tactics)"

by Zhe Wang (https://www.linkedin.com/in/zhexwang) and Petar Veličković (https://www.linkedin.com/in/petarvelickovic)
March 19, 2024

[Airicist2]

https://youtu.be/oaXDXypdzSY?si=03hxWigC9-nDfNqF

OP3 Soccer: comparison to scripted baseline controllers

Apr 10, 2024


https://youtu.be/X0Zi_T9o2_0?si=tuQHrg1yUol992ey

OP3 Soccer: overview

Apr 10, 2024

Article "Learning agile soccer skills for a bipedal robot with deep reinforcement learning (https://www.science.org/doi/10.1126/scirobotics.adi8022)"

April 10, 2024

[Airicist2]

Article "Watch two tiny, AI-powered robots play soccer (https://www.popsci.com/technology/deepmind-robot-soccer)"
Google DeepMind's bipedal bots go head-to-head after years of prep.

by Andrew Paul (https://www.linkedin.com/in/andrew-paul-2724b9251)
April 10, 2024