23 citations · 71 across the 17 of their papers we have counts for
8 papers · 1 filter
Folding and Unfolding on Metagraphs
Ben Goertzel
Typed metagraphs are defined as hypergraphs with types assigned to hyperedges and their targets, and the potential to have targets of hyperedges connect to whole links as well as t…
Uncertain Linear Logic via Fibring of Probabilistic and Fuzzy Logic
Ben Goertzel
Beginning with a simple semantics for propositions, based on counting observations, it is shown that probabilistic and fuzzy logic correspond to two different heuristic assumptions…
Embedding Vector Differences Can Be Aligned With Uncertain Intensional Logic Differences
Ben Goertzel, Mike Duncan, Debbie Duong +5
The DeepWalk algorithm is used to assign embedding vectors to nodes in the Atomspace weighted, labeled hypergraph that is used to represent knowledge in the OpenCog AGI system, in…
Guiding Symbolic Natural Language Grammar Induction via Transformer-Based Sequence Probabilities
Ben Goertzel, Andres Suarez Madrigal, Gino Yu
A novel approach to automated learning of syntactic rules governing natural languages is proposed, based on using probabilities assigned to sentences (and potentially longer word s…
Maximal Algorithmic Caliber and Algorithmic Causal Network Inference: General Principles of Real-World General Intelligence?
Ben Goertzel
Ideas and formalisms from far-from-equilibrium thermodynamics are ported to the context of stochastic computational processes, via following and extending Tadaki's algorithmic ther…
Combinatorial Decision Dags: A Natural Computational Model for General Intelligence
Ben Goertzel
A novel computational model (CoDD) utilizing combinatory logic to create higher-order decision trees is presented. A theoretical analysis of general intelligence in terms of the fo…