578 citations · 579 across the 7 of their papers we have counts for
7 papers
Working Paper: Towards Schema-based Learning from a Category-Theoretic Perspective
Pablo de los Riscos, Fernando J. Corbacho, Michael A. Arbib
We introduce a hierarchical categorical framework for Schema-Based Learning (SBL) structured across four interconnected levels. At the schema level, a free multicategory $Sch_{syn}…
Working Paper: Towards a Category-theoretic Comparative Framework for Artificial General Intelligence
Pablo de los Riscos, Fernando J. Corbacho, Michael A. Arbib
AGI has become the Holly Grail of AI with the promise of level intelligence and the major Tech companies around the world are investing unprecedented amounts of resources in its pu…
Working Paper: Active Causal Structure Learning with Latent Variables: Towards Learning to Detour in Autonomous Robots
Pablo de los Riscos, Fernando J. Corbacho
Artificial General Intelligence (AGI) Agents and Robots must be able to cope with everchanging environments and tasks. They must be able to actively construct new internal causal m…
Towards Self-constructive Artificial Intelligence: Algorithmic basis (Part I)
Fernando J. Corbacho
Artificial Intelligence frameworks should allow for ever more autonomous and general systems in contrast to very narrow and restricted (human pre-defined) domain systems, in analog…
Towards the Self-constructive Brain: emergence of adaptive behavior
Fernando Corbacho
Adaptive behavior is mainly the result of adaptive brains. We go a step beyond and claim that the brain does not only adapt to its surrounding reality but rather, it builds itself…
A housing-demographic multi-layered nonlinear model to test regulation strategies
Ramon Huerta, Fernando Corbacho, Luis F. Lago-Fernandez
We propose a novel multi-layered nonlinear model that is able to capture and predict the housing-demographic dynamics of the real-state market by simulating the transitions of owne…