what’s the latest?

news blog events
  • In the news: PROWLER.io’s AI tool a $150bn game changer

    Cambridge startup PROWLER.io has crafted a specialised AI tool that solves a crucial problem for game developers and could open up markets estimated to be worth around $150 billion in the next five years.

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  • AAAI Symposium

    PROWLER.io is gathering world-class experts for a data-efficient reinforcement learning symposium at Stanford.

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  • Principled AI:

    Technical mission statement on Principled AI by PROWLER.io chairman Prof. Carl Edward Rasmussen

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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