AlphaDev

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Development

Nature Assembly language Hashing algorithms C++C++ Standard Library

7 related topics

Algorithm

Transformer Opcodes Multilayer perceptron

3 related topics

Result

Protobuf

1 related topics

Overview

Artificial intelligence Google DeepMind Reinforcement learning AlphaZero Chess

9 related topics

Key facts & relationships

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Developer(s): DeepMind
Type: Reinforcement learning

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Overview

Development

Nature Nature (journal)
Assembly language
Hashing algorithms Hashing algorithm
C++
C++ Standard Library
Sorting algorithms Sorting algorithm
Abseil Abseil (C++ libraries)

Algorithm

Transformer Transformer (machine learning model)
Opcodes Opcode
Multilayer perceptron

Result

Protobuf Protocol Buffers

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Map overview Semantic statistics

Nodes25

Edges24

Triples48

Avg. degree1.92

Density0.08

Components1

How this topic connects Entity context

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AlphaDev

Top relations

related to Development · 14

AlphaDev → Abseil, AI, AlphaDev's, DeepMind, For, Google, Google DeepMind, In January, Nature, On June, Standard Library, This, Upon, VarSort4

related to LLVM standard sorting library · 8

AlphaDev → AlphaDev's, AMD Zen, ARMv8, CPU, Intel Skylake, LLVM, The, These

related to Design · 6

AlphaDev → AI, AlphaZero, DeepMind, Go, Google DeepMind, The

related to Comparison with logical AI approach · 5

AlphaDev → AI, AlphaDev-S, As, The, The AlphaDev's

related to External links · 3

AlphaDev → Optimizing Sorting AlgorithmsUnderstanding DeepMind's, Sorting Algorithm, Understanding DeepMind's AlphaDev Breakthrough

is a · 2

AlphaDev → artificial intelligence system developed by Google DeepMind to discover enhanced computer science algorithms using reinforcement learning, extension of AlphaZero.Encoding assembly programming into a gameIn order to use AlphaZero on assembly programming

related to Algorithm · 2

AlphaDev → AlphaZero, The

Developer(s) · 1

AlphaDev → DeepMind

Type · 1

AlphaDev → Reinforcement learning

related to Hashing · 1

AlphaDev → Abseil

Important terminology Word statistics

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Important terminology

algorithms assembly algorithm sorting deepmind discovered hashing game library ai alphazero new latency google learning using programming also approach go

Entity relationships Subject–Predicate–Object triples

Subject	Predicate	Object	Confidence	Src
AlphaDev	Developer(s)	DeepMind	1.00	infobox
AlphaDev	Type	Reinforcement learning	1.00	infobox
AlphaDev	is a	artificial intelligence system developed by Google DeepMind to discover enhanced computer science algorithms using reinforcement learning	0.90	text
AlphaDev	is a	extension of AlphaZero.Encoding assembly programming into a gameIn order to use AlphaZero on assembly programming	0.90	text
sorting	instance of	AlphaDev applies the same approach to finding faster algorithms for fundamental tasks	0.80	text
hashing	instance of	AlphaDev applies the same approach to finding faster algorithms for fundamental tasks	0.80	text
Go	instance of	the reinforcement-learning model that DeepMind trained to master games	0.80	text
chess	instance of	the reinforcement-learning model that DeepMind trained to master games	0.80	text
AlphaDev	related to Algorithm	The	0.60	section
AlphaDev	related to Algorithm	AlphaZero	0.60	section
AlphaDev	related to Comparison with logical AI approach	The AlphaDev's	0.60	section
AlphaDev	related to Comparison with logical AI approach	AI	0.60	section

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