I don't know if the project is still active or not but its architecture wasn't based on neural networks. From the website:<p>"The AtomSpace is a generalized graph store, with a sophisticated graph query engine. This query engine far exceeds the features and capabilities of popular commercial and open source graph stores. Atomese is a graph language, optimized for manipulation by algorithms. The intent is that automated agents, reasoning subsystems and processing pipelines can work with a rich and sophisticated language system. Think of Atomese is "assembly code", or, better yet, an "intermediate language"."<p>I recall there was a video somewhere of a virtual agent that was walking around in a virtual world, figuring out creative ways to find food, seeking shelter etc.<p>Does anyone know how far they got? and if they gave up after ML revolution?