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OpenAI Five

OpenAI Five is a computer program by OpenAI that plays the five-on-five video game Dota 2. Its first public appearance occurred in 2017, where it was demonstrated in a live one-on-one game against the professional player Dendi, who lost to it. The following year, the system had advanced to the point of performing as a full team of five, and began playing…

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Overview

History

Architecture

Comparisons with other game AI systems

Reception

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Map overview Semantic statistics

OpenAI Five

Nodes53
Edges52
Triples71
Avg. degree1.96
Density0.037736
Components1

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OpenAI Five

Top relations

related to history · 25
OpenAI Five → After, Although, API, April, At The International, August, Before, Brazilian-based, By June, Chinese, CTO Greg Brockman, Dendi, Development, Dota, Gaming, Linux, November, OG, OpenAI, San Francisco
related to Architecture · 14
OpenAI Five → Also, API, By, CPU, Dota, Each OpenAI Five, For, GPUs, In, LSTM, Proximal Policy Optimization, Rapid, The, The AI
related to Reception · 14
OpenAI Five → AI, API, Bill Gates, Chess, Deep Blue AI, Dota, Garry Kasparov, In, Microsoft, MIT Technology Review, Motherboard, PC Gamer, The International, The Verge
related to Comparisons with other game AI systems · 12
OpenAI Five → AI, AlphaGo, By, Deep Blue, Dota, Go, In, Jeopardy, Long, Prior, The, Watson
is a · 1
OpenAI Five → computer program by OpenAI that plays the five-on-five video game Dota 2

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Important terminology

openai five game ai dota learning chess bots go games video playing reinforcement actions players 000 used professional 2018 action

Entity relationships Subject–Predicate–Object triples

SubjectPredicateObjectConfidenceSrc
OpenAI Fiveis acomputer program by OpenAI that plays the five-on-five video game Dota 20.90text
killing an enemyinstance ofin which they are rewarded for actions0.80text
destroying towers.By June 2018instance ofin which they are rewarded for actions0.80text
the ability of the bots expanded to play together as a full team of fiveinstance ofin which they are rewarded for actions0.80text
were able to defeat teams of amateurinstance ofin which they are rewarded for actions0.80text
semi-professional playersinstance ofin which they are rewarded for actions0.80text
OpenAI Fiverelated to ArchitectureEach OpenAI Five0.60section
OpenAI Fiverelated to ArchitectureLSTM0.60section
OpenAI Fiverelated to ArchitectureDota0.60section
OpenAI Fiverelated to ArchitectureAPI0.60section
OpenAI Fiverelated to ArchitectureThe0.60section
OpenAI Fiverelated to ArchitectureFor0.60section

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