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Advanced filters: Author: Oriol Vinyals Clear advanced filters

Grandmaster level in StarCraft II using multi-agent reinforcement learning

AlphaStar uses a multi-agent reinforcement learning algorithm and has reached Grandmaster level, ranking among the top 0.2% of human players for the real-time strategy game StarCraft II.

Oriol Vinyals
Igor Babuschkin
David Silver
Research30 Oct 2019
Nature

Volume: 575, P: 350-354
Highly accurate protein structure prediction with AlphaFold

AlphaFold predicts protein structures with an accuracy competitive with experimental structures in the majority of cases using a novel deep learning architecture.

John Jumper
Richard Evans
Demis Hassabis
ResearchOpen Access15 Jul 2021
Nature

Volume: 596, P: 583-589
Faster sorting algorithms discovered using deep reinforcement learning

Artificial intelligence goes beyond the current state of the art by discovering unknown, faster sorting algorithms as a single-player game using a deep reinforcement learning agent. These algorithms are now used in the standard C++ sort library.

Daniel J. Mankowitz
Andrea Michi
David Silver
ResearchOpen Access07 Jun 2023
Nature

Volume: 618, P: 257-263