DeepMind developed Relation Networks, algorithm that augments machine learning applications with logical reasoning capabilities

Briefing

DeepMind developed Relation Networks, algorithm that augments machine learning applications with logical reasoning capabilities

August 16, 2017

Briefing

  • Relation Networks – DeepMind Technologies researchers created artificial neural network, Relation Networks (RNs), with image processing and reasoning abilities that can enable machine learning tools to perform logic and relational reasoning
  • Plug and Play Model – Algorithm core can easily be attached to existing network structures to enhance processing capabilities, allowing for potential seamless integration and widescale application in future
  • Experiments Conducted – Performed image processing, word-based parsing, and relational tasks to determine algorithm versatility, with results faring better than conventional AI networks
  • Other Initiatives – DeepMind also working on Visual Interaction Network, algorithm that can predict trajectories and movement of objects based on their properties and environment

Accelerator

Sector

Information Technology

Organization

DeepMind Technologies Ltd.

Source

Original Publication Date

July 6, 2017

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