DeepMind sets sights on automating the discovery of new algorithms
In this case, the agent takes on puzzles in the form of a 3D tensor or a grid of numbers, which it must complete in the fewest moves. Each step represents a move in solving the matrix-based puzzle, which might contain trillions of possible moves.
Fawzi told a press briefing this week that mapping out the space of algorithmic discovery was tough work, although navigating it was even more difficult. Nonetheless, the resulting research developed new algorithms for problems which have not been improved on in more than 50 years of human research, he said.
The researchers claim the technique could benefit computational tasks that use multiplication algorithms as well as demonstrate how reinforcement learning can be used to find new and unexpected solutions to known problems, while also noting some limitations. For example, predefined components are necessary to avoid the system missing a subset of efficient algorithms.
Skeptics may point to the application of AlphaFold, which promised breakthroughs in drug discovery via AI-supported protein research. Although the model has predicted nearly all known protein structures discovered, its
Danmark Seneste Nyt, Danmark Overskrifter
Similar News:Du kan også læse nyheder, der ligner denne, som vi har indsamlet fra andre nyhedskilder.
Google Pixel Watch bezel might be a deal-breaker for me if the leaks are trueWhat's with the big bezel?
Læs mere »
Ex-Google ad boss builds tracker-free search engineSridhar Ramaswamy says the technology sector has become 'exploitative' of people's data.
Læs mere »
Google pays $85m to settle location privacy lawsuitGoogle burns few hours of profit to disappear location privacy lawsuit
Læs mere »
Meet Matter 1.0: Why Google, Apple, and Samsung are holding hands in the smart homeWhy Matter will finally matter
Læs mere »
Google Japan goes rogue with life-changing 1.65m keyboardPro: Gboard Bar can 'double development speed' for pair programmers. Con: No one wants this
Læs mere »
Google teases its own AI text-to-video model: Imagen VideoBrace yourself for a weird future where everything is imagined by magic sand we taught how to think
Læs mere »