Relational inductive biases, deep learning, and graph networks

4 Jun 2018Peter W. BattagliaJessica B. HamrickVictor BapstAlvaro Sanchez-GonzalezVinicius ZambaldiMateusz MalinowskiAndrea TacchettiDavid RaposoAdam SantoroRyan FaulknerCaglar GulcehreFrancis SongAndrew BallardJustin GilmerGeorge DahlAshish VaswaniKelsey AllenCharles NashVictoria LangstonChris DyerNicolas HeessDaan WierstraPushmeet KohliMatt BotvinickOriol VinyalsYujia LiRazvan Pascanu

Artificial intelligence (AI) has undergone a renaissance recently, making major progress in key domains such as vision, language, control, and decision-making. This has been due, in part, to cheap data and cheap compute resources, which have fit the natural strengths of deep learning... (read more)

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