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Rafał Tyl
QED Software

Uncommon sense: a systemic approach to beliefs of AI agents

When discussing the topic of game AI, the main focus is typically on decision making algorithms and – in some genres – perception simulation.

But between those layers lies a whole world of belief building: storing historical observations, querying agents’ memories and inference of new information.

The talk attempts to shed some light on this underexplored territory, by describing a domain-agnostic, systemic approach to belief building, designed to operate in a wide range of game environments.

 

BIO:

Head of AI Development at QED Software. Responsible for development of Grail AI framework. Rafał has 7+ years of experience in the gamedev industry and is
skilled in traffic simulation in mobile games. He has also worked on AI for tactical & strategic games, in-house and for third-parties (Tactical Troops: Anthracite Shift, Ancestors Legacy).

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Main Partner partner logo partner logo Host City partner logo Main Sponsor partner logo Main Sponsor partner logo partner logo partner logo partner logo partner logo partner logo partner logo partner logo partner logo partner logo partner logo Silver Sponsors partner logo partner logo partner logo partner logo partner logo partner logo partner logo partner logo partner logo partner logo partner logo partner logo partner logo partner logo Indie Showcase Sponsor partner logo Technology Partner partner logo Bronze Sponsors partner logo partner logo partner logo partner logo partner logo partner logo partner logo partner logo partner logo partner logo partner logo partner logo partner logo partner logo partner logo Media and Partners partner logo partner logo partner logo partner logo partner logo partner logo partner logo partner logo partner logo partner logo partner logo partner logo partner logo partner logo partner logo partner logo partner logo partner logo partner logo partner logo partner logo partner logo partner logo partner logo partner logo partner logo partner logo