Ben Goertzel

Orcid: 0000-0002-2787-3464

Affiliations:
  • OpenCog Foundation, Sha Tin, Hong Kong


According to our database1, Ben Goertzel authored at least 138 papers between 1993 and 2023.

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Bibliography

2023
OpenCog Hyperon: A Framework for AGI at the Human Level and Beyond.
CoRR, 2023

An Evaluation of GPT-4 on the ETHICS Dataset.
CoRR, 2023

Generative AI vs. AGI: The Cognitive Strengths and Weaknesses of Modern LLMs.
CoRR, 2023

Meta-MeTTa: an operational semantics for MeTTa.
CoRR, 2023

Bridging AGI Theory and Practice with Galois Connections.
Proceedings of the Artificial General Intelligence - 16th International Conference, 2023

2022
A Reputation System for Market Security and Equity.
CoRR, 2022

A Liquid Democracy System for Human-Computer Societies.
CoRR, 2022

A Meta-Probabilistic-Programming Language for Bisimulation of Probabilistic and Non-Well-Founded Type Systems.
Proceedings of the Artificial General Intelligence - 15th International Conference, 2022

2021
Reflective Metagraph Rewriting as a Foundation for an AGI "Language of Thought".
CoRR, 2021

Architecture of Automated Crypto-Finance Agent.
CoRR, 2021

The General Theory of General Intelligence: A Pragmatic Patternist Perspective.
CoRR, 2021

Info-Evo: Using Information Geometry to Guide Evolutionary Program Learning.
CoRR, 2021

Patterns of Cognition: Cognitive Algorithms as Galois Connections Fulfilled by Chronomorphisms On Probabilistically Typed Metagraphs.
CoRR, 2021

Paraconsistent Foundations for Quantum Probability.
CoRR, 2021

Surprisingness - A Novel Objective Interestingness Measure in Hypergraph Pattern Mining from Knowledge Graphs for Common Sense Learning.
Proceedings of the 2021 IEEE International Conference on Big Knowledge, 2021

2020
Paraconsistent Foundations for Probabilistic Reasoning, Programming and Concept Formation.
CoRR, 2020

Folding and Unfolding on Metagraphs.
CoRR, 2020

Uncertain Linear Logic via Fibring of Probabilistic and Fuzzy Logic.
CoRR, 2020

Maximal Algorithmic Caliber and Algorithmic Causal Network Inference: General Principles of Real-World General Intelligence?
CoRR, 2020

Grounding Occam's Razor in a Formal Theory of Simplicity.
CoRR, 2020

Guiding Symbolic Natural Language Grammar Induction via Transformer-Based Sequence Probabilities.
Proceedings of the Artificial General Intelligence - 13th International Conference, 2020

Embedding Vector Differences Can Be Aligned with Uncertain Intensional Logic Differences.
Proceedings of the Artificial General Intelligence - 13th International Conference, 2020

What Kind of Programming Language Best Suits Integrative AGI?
Proceedings of the Artificial General Intelligence - 13th International Conference, 2020

Combinatorial Decision Dags: A Natural Computational Model for General Intelligence.
Proceedings of the Artificial General Intelligence - 13th International Conference, 2020

2019
A Reputation System for Multi-Agent Marketplaces.
CoRR, 2019

A Reputation System for Marketplaces - Viability Assessment.
CoRR, 2019

Distinction Graphs and Graphtropy: A Formalized Phenomenological Layer Underlying Classical and Quantum Entropy, Observational Semantics and Cognitive Computation.
CoRR, 2019

Maximal Algorithmic Caliber and Algorithmic Causal Network Inference: General Principles of Real-World General Intelligenceƒ.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2019

Programmatic Link Grammar Induction for Unsupervised Language Learning.
Proceedings of the Artificial General Intelligence - 12th International Conference, 2019

An Inferential Approach to Mining Surprising Patterns in Hypergraphs.
Proceedings of the Artificial General Intelligence - 12th International Conference, 2019

Using Tononi Phi to Measure Consciousness of a Cognitive System While Reading and Conversing.
Proceedings of the Papers of the 2019 Towards Conscious AI Systems Symposium co-located with the Association for the Advancement of Artificial Intelligence 2019 Spring Symposium Series (AAAI SSS-19), 2019

2018
Reputation System for Online Communities (in Russian).
CoRR, 2018

A Reputation System for Artificial Societies.
CoRR, 2018

Unsupervised Language Learning in OpenCog.
Proceedings of the Artificial General Intelligence - 11th International Conference, 2018

2017
Guest Editorial Special Issue on Human-Like Intelligence and Robotics.
IEEE Syst. J., 2017

Humanoid Robots as Agents of Human Consciousness Expansion.
CoRR, 2017

Symbol Grounding via Chaining of Morphisms.
CoRR, 2017

Metalearning for Feature Selection.
CoRR, 2017

Cost-Based Intuitionist Probabilities on Spaces of Graphs, Hypergraphs and Theorems.
CoRR, 2017

Toward a Formal Model of Cognitive Synergy.
CoRR, 2017

A Formal Model of Cognitive Synergy.
Proceedings of the Artificial General Intelligence - 10th International Conference, 2017

From Abstract Agents Models to Real-World AGI Architectures: Bridging the Gap.
Proceedings of the Artificial General Intelligence - 10th International Conference, 2017

Toward a General Model of Human-Like General Intelligence.
Proceedings of the 2017 AAAI Fall Symposia, Arlington, Virginia, USA, November 9-11, 2017, 2017

2016
Controlling Combinatorial Explosion in Inference via Synergy with Nonlinear-Dynamical Attention Allocation.
Proceedings of the Artificial General Intelligence - 9th International Conference, 2016

Probabilistic Growth and Mining of Combinations: A Unifying Meta-Algorithm for Practical General Intelligence.
Proceedings of the Artificial General Intelligence - 9th International Conference, 2016

2015
Artificial General Intelligence.
Scholarpedia, 2015

From Specialized Syntax to General Logic: The Case of Comparatives.
Proceedings of the Artificial General Intelligence, 2015

Speculative Scientific Inference via Synergetic Combination of Probabilistic Logic and Evolutionary Pattern Recognition.
Proceedings of the Artificial General Intelligence, 2015

Are There Deep Reasons Underlying the Pathologies of Today's Deep Learning Algorithms?
Proceedings of the Artificial General Intelligence, 2015

2014
Engineering General Intelligence, Part 2 - The CogPrime Architecture for Integrative, Embodied AGI
Atlantis Thinking Machines 6, Atlantis Press, ISBN: 978-94-6239-030-0, 2014

Engineering General Intelligence, Part 1 - A Path to Advanced AGI via Embodied Learning and Cognitive Synergy
Atlantis Thinking Machines 5, Atlantis Press, ISBN: 978-94-6239-027-0, 2014

GOLEM: towards an AGI meta-architecture enabling both goal preservation and radical self-improvement.
J. Exp. Theor. Artif. Intell., 2014

Artificial General Intelligence: Concept, State of the Art, and Future Prospects.
J. Artif. Gen. Intell., 2014

Learning Language from a Large (Unannotated) Corpus.
CoRR, 2014

Improving machine vision via incorporating expectation-maximization into Deep Spatio-Temporal learning.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

From here to AGI: A roadmap to the realization of human-level artificial general intelligence.
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

How might the brain represent complex symbolic knowledge?
Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

Uncertain Interval Algebra via fuzzy/probabilistic modeling.
Proceedings of the IEEE International Conference on Fuzzy Systems, 2014

A Software Architecture for Generally Intelligent Humanoid Robotics.
Proceedings of the 5th Annual International Conference on Biologically Inspired Cognitive Architectures, 2014

haracterizing Human-like Consciousness: An Integrative Approach.
Proceedings of the 5th Annual International Conference on Biologically Inspired Cognitive Architectures, 2014

Guiding Probabilistic Logical Inference with Nonlinear Dynamical Attention Allocation.
Proceedings of the Artificial General Intelligence - 7th International Conference, 2014

A Cognitive API and Its Application to AGI Intelligence Assessment.
Proceedings of the Artificial General Intelligence - 7th International Conference, 2014

2013
OpenPsi: A novel computational affective model and its application in video games.
Eng. Appl. Artif. Intell., 2013

The cogprime architecture for embodied Artificial General Intelligence.
Proceedings of the 2013 IEEE Symposium on Computational Intelligence for Human-like Intelligence, 2013

A Mind-World Correspondence Principle.
Proceedings of the 2013 IEEE Symposium on Computational Intelligence for Human-like Intelligence, 2013

Integrating Deep Learning Based Perception with Probabilistic Logic via Frequent Pattern Mining.
Proceedings of the Artificial General Intelligence - 6th International Conference, 2013

Integrating Feature Selection into Program Learning.
Proceedings of the Artificial General Intelligence - 6th International Conference, 2013

The Role of Specialized Intelligent Body-System Networks in Guiding General-Purpose Cognition.
Proceedings of the Artificial General Intelligence - 6th International Conference, 2013

Lojban++: An Interlingua for Communication between Humans and AGIs.
Proceedings of the Artificial General Intelligence - 6th International Conference, 2013

2012
Dynamics of a computational affective model inspired by Dörner's PSI theory.
Cogn. Syst. Res., 2012

Mapping the Landscape of Human-Level Artificial General Intelligence.
AI Mag., 2012

Pattern Mining for General Intelligence: The FISHGRAM Algorithm for Frequent and Interesting Subhypergraph Mining.
Proceedings of the Artificial General Intelligence - 5th International Conference, 2012

Syntax-Semantic Mapping for General Intelligence: Language Comprehension as Hypergraph Homomorphism, Language Generation as Constraint Satisfaction.
Proceedings of the Artificial General Intelligence - 5th International Conference, 2012

Perception Processing for General Intelligence: Bridging the Symbolic/Subsymbolic Gap.
Proceedings of the Artificial General Intelligence - 5th International Conference, 2012

2011
Real-World Reasoning: Toward Scalable, Uncertain Spatiotemporal, Contextual and Causal Inference
Atlantis Thinking Machines 2, Atlantis Press, ISBN: 978-94-91216-11-4, 2011

Recognizing Geospatial Patterns with Biologically-inspired Relational Reasoning.
Proceedings of the Biologically Inspired Cognitive Architectures 2011, 2011

Integrative General Intelligence for Controlling Game AI in a Minecraft-Like Environment.
Proceedings of the Biologically Inspired Cognitive Architectures 2011, 2011

Nonlinear-Dynamical Attention Allocation via Information Geometry.
Proceedings of the Artificial General Intelligence - 4th International Conference, 2011

Three Hypotheses about the Geometry of Mind.
Proceedings of the Artificial General Intelligence - 4th International Conference, 2011

Imprecise Probability as a Linking Mechanism between Deep Learning, Symbolic Cognition and Local Feature Detection in Vision Processing.
Proceedings of the Artificial General Intelligence - 4th International Conference, 2011

OpenPsi: Realizing Dörner's "Psi" Cognitive Model in the OpenCog Integrative AGI Architecture.
Proceedings of the Artificial General Intelligence - 4th International Conference, 2011

A Novel Strategy for Hybridizing Subsymbolic and Symbolic Learning and Representation.
Proceedings of the Advances in Cognitive Systems, 2011

Cognitive Synergy between Procedural and Declarative Learning in the Control of Animated and Robotic Agents Using the OpenCogPrime AGI Architecture.
Proceedings of the Twenty-Fifth AAAI Conference on Artificial Intelligence, 2011

Lifelong Forgetting: A Critical Ingredient of Lifelong Learning, and Its Implementation in the OpenCog Integrative AI Framework.
Proceedings of the Lifelong Learning, 2011

2010
Classifier Ensemble Based Analysis of a Genome-Wide SNP Dataset Concerning Late-Onset Alzheimer Disease.
Int. J. Softw. Sci. Comput. Intell., 2010

Sentence generation for artificial brains: A glocal similarity-matching approach.
Neurocomputing, 2010

Glocal memory: A critical design principle for artificial brains and minds.
Neurocomputing, 2010

A world survey of artificial brain projects, Part II: Biologically inspired cognitive architectures.
Neurocomputing, 2010

Guest Editorial: Special issue on artificial brains.
Neurocomputing, 2010

A world survey of artificial brain projects, Part I: Large-scale brain simulations.
Neurocomputing, 2010

Perspectives on Cognitive Informatics and Cognitive Computing.
Int. J. Cogn. Informatics Nat. Intell., 2010

Report on the Third Conference on Artificial General Intelligence.
AI Mag., 2010

Object/gesture recognition software in the "China Brain Project".
Proceedings of the 9th IEEE International Conference on Cognitive Informatics, 2010

2009
Report on the 2nd International Conference on Artificial General Intelligence (AGI-09).
AI Mag., 2009

Report on the First Conference on Artificial General Intelligence (AGI-08).
AI Mag., 2009

Cognitive Synergy: A Principle to Guide the Tight Integration of Heterogeneous Components in Integrative AI Systems.
Proceedings of the Fifth International Workshop on Neural-Symbolic Learning and Reasoning, 2009

OpenCog NS: A Deeply-Interactive Hybrid Neural-Symbolic Cognitive Architecture Designed for Global/Local Memory Synergy.
Proceedings of the Biologically Inspired Cognitive Architectures, 2009

Perspectives on Cognitive Informatics and Cognitive Computing: Summary of the Panel of IEEE ICCI'09.
Proceedings of the 8th IEEE International Conference on Cognitive Informatics, 2009

Cognitive synergy: A universal principle for feasible general intelligence.
Proceedings of the 8th IEEE International Conference on Cognitive Informatics, 2009

OpenCogPrime: A cognitive synergy based architecture for artificial general intelligence.
Proceedings of the 8th IEEE International Conference on Cognitive Informatics, 2009

The Embodied Communication Prior: A characterization of general intelligence in the context of Embodied social interaction.
Proceedings of the 8th IEEE International Conference on Cognitive Informatics, 2009

2008
Mirror Neurons, Mirrorhouses, and the Algebraic Structure of the Self.
Cybern. Hum. Knowing, 2008

A pragmatic path toward endowing virtually-embodied AIs with human-level linguistic capability.
Proceedings of the International Joint Conference on Neural Networks, 2008

Probabilistic Quantifier Logic for General Intelligence: An Indefinite Probabilities Approach.
Proceedings of the Artificial General Intelligence 2008, 2008

OpenCog: A Software Framework for Integrative Artificial General Intelligence.
Proceedings of the Artificial General Intelligence 2008, 2008

An Integrative Methodology for Teaching Embodied Non-Linguistic Agents, Applied to Virtual Animals in Second Life.
Proceedings of the Artificial General Intelligence 2008, 2008

How Might Probabilistic Reasoning Emerge from the Brain?
Proceedings of the Artificial General Intelligence 2008, 2008

Stages of Ethical Development in Artificial General Intelligence Systems.
Proceedings of the Artificial General Intelligence 2008, 2008

XIA-MAN: An Extensible, Integrative Architecture for Intelligent Humanoid Robotics.
Proceedings of the Biologically Inspired Cognitive Architectures, 2008

2007
Contemporary Approaches to Artificial General Intelligence.
Proceedings of the Artificial General Intelligence, 2007

The Novamente Artificial Intelligence Engine.
Proceedings of the Artificial General Intelligence, 2007

Human-level artificial general intelligence and the possibility of a technological singularity: A reaction to Ray Kurzweil's The Singularity Is Near, and McDermott's critique of Kurzweil.
Artif. Intell., 2007

Understanding microarray data through applying competent program evolution.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Clustering gene expression data via mining ensembles of classification rules evolved using moses.
Proceedings of the Genetic and Evolutionary Computation Conference, 2007

Biomind ArrayGenius and GeneGenius: Web Services Offering Microarray and SNP Data Analysis via Novel Machine Learning Methods.
Proceedings of the Twenty-Second AAAI Conference on Artificial Intelligence, 2007

2006
Inferring Gene Ontology Category Membership via Gene Expression and Sequence Similarity Data Analysis.
Proceedings of the KR-MED 2006, 2006

Accurate SVM Text Classification for Highly Skewed Data Using Threshold Tuning and Query-Expansion-Based Feature Selection.
Proceedings of the International Joint Conference on Neural Networks, 2006

Patterns, Hypergraphs and Embodied General Intelligence.
Proceedings of the International Joint Conference on Neural Networks, 2006

Support Vector Machines to Weight Voters in a Voting System of Entity Extractors.
Proceedings of the International Joint Conference on Neural Networks, 2006

Identifying Complex Biological Interactions based on Categorical Gene Expression Data.
Proceedings of the IEEE International Conference on Evolutionary Computation, 2006

Using Dependency Parsing and Probabilistic Inference to Extract Relationships between Genes, Proteins and Malignancies Implicit Among Multiple Biomedical Research Abstracts.
Proceedings of the Workshop on Linking Natural Language and Biology, 2006

Introduction: Aspects of Artificial General Intelligence.
Proceedings of the Advances in Artificial General Intelligence: Concepts, Architectures and Algorithms, 2006

Indefinite Probabilities for General Intelligence.
Proceedings of the Advances in Artificial General Intelligence: Concepts, Architectures and Algorithms, 2006

Probabilistic Logic Based Reinforcement Learning of Simple Embodied Behaviors in a 3D Simulation World.
Proceedings of the Advances in Artificial General Intelligence: Concepts, Architectures and Algorithms, 2006

Stages of Cognitive Development in Uncertain-Logic-Based AI Systems.
Proceedings of the Advances in Artificial General Intelligence: Concepts, Architectures and Algorithms, 2006

Virtual Easter Egg Hunting: A Thought-Experiment in Embodied Social Learning, Cognitive Process Integration, and the Dynamic Emergence of the Self.
Proceedings of the Advances in Artificial General Intelligence: Concepts, Architectures and Algorithms, 2006

Four Contemporary AGI Designs: a Comparative Treatment.
Proceedings of the Advances in Artificial General Intelligence: Concepts, Architectures and Algorithms, 2006

Panel Discussion: What are the bottlenecks, and how soon to AGI?
Proceedings of the Advances in Artificial General Intelligence: Concepts, Architectures and Algorithms, 2006

Mixing Cognitive Science Concepts with Computer Science Algorithms and Data Structures: An Integrative Approach to Strong AI.
Proceedings of the Between a Rock and a Hard Place: Cognitive Science Principles Meet AI-Hard Problems, 2006

2005
Genetic algorithm for analysis of mutations in Parkinson's disease.
Artif. Intell. Medicine, 2005

Learning computer programs with the bayesian optimization algorithm.
Proceedings of the Genetic and Evolutionary Computation Conference, 2005

2004
Novamente: An Integrative Architecture for General Intelligence.
Proceedings of the Achieving Human-Level Intelligence through Integrated Systems and Research, 2004

1998
The complex mind/brain - The psynet model of mental structure and dynamics.
Complex., 1998

1995
Artificial Selfhood: The Path to True Artificial Intelligence.
Informatica (Slovenia), 1995

Rapid generation of strange attractors with the eugenic genetic algorithm.
Comput. Graph., 1995

1994
Some thoughts on Akin's spiteful computer.
Minds Mach., 1994

Lagrange Interpolation on a Processor Tree with Ring Connections.
J. Parallel Distributed Comput., 1994

1993
Phase transitions in associative memory networks.
Minds Mach., 1993


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