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  • Is this Cambridge company developing true AI?

    Cambridge News profiles PROWLER.io: an interview with CEO Vishal Chatrath

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  • meet PROWLER.io at NIPS

    PROWLER.io is out in force at Long Beach, drop by and talk to our researchers!

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  • why Principled AI?

    Because by 2025, Principled AI will drive the world economy – by Vishal Chatrath

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under the hood

The burgeoning AI industry is still focused on perception – recognising images, understanding speech, helping robots touch. But far greater benefits will come when AIs can make good, principled decisions based on those perceptions.
PROWLER.io’s Decision Making systems:
  • are autonomous
  • learn from experience
  • use Probabilistic models that are flexible enough to generalise to novel situations
  • adapt to changing environments by refining their strategies in data-driven ways
  • continually update their environmental models in light of data collected while operating.
  • use Reinforcement Learning (RL) algorithms that can help estimate, account for and even reduce uncertainty
  • can cope with the uncertainties of finite – even small – amounts of data
  • can favour decisions that loop back fresh information to models
  • use Game Theory to operate in multi-agent settings
  • can cooperate – and compete – by inferring what humans and other AIs are trying to do.

our core strategies

  • probabilistic modelling

  • reinforcement learning

  • multi-agent systems

how can our technology be used?

  • games

  • smart cities

  • robotic toys

  • autonomous vehicles

  • drones & robots