Artificial General Intelligence : 15th International Conference, AGI 2022, Seattle, WA, USA, August 19–22, 2022, Proceedings / edited by Ben Goertzel, Matt Iklé, Alexey Potapov, Denis Ponomaryov.

Format:

Book

Contributor:

Goertzel, Ben, editor.

Series:

Lecture Notes in Artificial Intelligence, 2945-9141 ; 13539

Language:

English

Subjects (All):

Artificial intelligence.

Computer engineering.

Computer networks.

Software engineering.

Application software.

Artificial Intelligence.

Computer Engineering and Networks.

Software Engineering.

Computer and Information Systems Applications.

Local Subjects:

Artificial Intelligence.

Computer Engineering and Networks.

Software Engineering.

Computer and Information Systems Applications.

Physical Description:

1 online resource (483 pages)

Edition:

1st ed. 2023.

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2023.

Summary:

This book constitutes the refereed proceedings of the 15th International Conference on Artificial General Intelligence, AGI 2022, held as a hybrid event in Seattle, WA, USA, in August 2022. The 31 full papers presented in this book were carefully reviewed and selected from 61 submissions. The papers cover topics from foundations of AGI, to AGI approaches and AGI ethics, to the roles of systems biology, goal generation, and learning systems, and so much more. Additionally, this volume contains 13 posters.

Contents:

Accepted for poster presentation

A General Purpose Machine Reasoning Engine

COMFO: Multilingual Corpus for Opinion Mining

Information as Entanglement—A Framework for Artificial General Intelligence

Causal Analysis of Generic Time Series Data Applied for Market Prediction

Dynamic and Evolving Neural Network for event discrimination

Hierarchical temporal DNN and Associative knowledge representation

MARTI: new model of human brain, considering neocortex and basal ganglia – learns to play Atari game by reinforcement learning on a single CPU

General-Purpose Minecraft Agents and Hybrid AGI

Graph Strategy for Interpretable Visual Question Answering

Analogical Problem Solving in the Causal Cognitive Architecture

A Biologically Plausible Graph Structure for AGI

The Delta Normal AGI

Purely Symbolic Induction of Structure

Accepted for full oral presentation

Extended subdomains: a solution to a problem of Hernández-Orallo and Dowe

Versatility-Efficiency Index (VEI): Towards a Comprehensive Definition of Intelligence Quotient (IQ) for Artificial General Intelligence (AGI) Agents

Moral Space for Paraconsistent AGI

PERI.2 Goes to PreSchool and Beyond, in Search of AGI

Reinforcement Learning with Information-Theoretic Actuation

Homomorphisms Between Transfer, Multi-Task, and Meta-Learning Systems

Core and Periphery as Closed-System Precepts for Engineering General Intelligence

Toward Generating Natural-Language Explanations of Modal Logic Proofs

ONA for autonomous ROS-based robots

Generalized Identity Matching in NARS

Adaptive Multi-Strategy Market-Making Agent For Volatile Markets

Toward a Comprehensive List of Necessary Abilities for Human Intelligence, Part 2: Using Knowledge

What can nonhuman animals, children, and g tell us about human-level artificial general intelligence (AGI)?

Toward a Comprehensive List of Necessary Abilities for Human Intelligence, Part 1: Constructing Knowledge

Cognitive Architecturefor Co-Evolutionary Hybrid Intelligence

An approach to generation triggers for parrying backdoor in neural networks

The Learning Agent Triangle: Towards a unified disambiguation of the AGI challenge.

Maze Learning using a Hyperdimensional Predictive Processing Cognitive Architecture

Market Prediction as a Task for AGI Agents

Monte Carlo Bias Correction in Q-learning

Free Will Belief as a Consequence of Model-based Reinforcement Learning

Thoughts on Architecture

On the possibility of regulation of human emotions via multimodal social interaction with an embodied agent controlled by eBICA-based emotional interaction model

QKSA: Quantum Knowledge Seeking Agent

Elements of Active Continuous Learning and Uncertainty Self-Awareness: a Narrow Implementation for Face and Facial Expression Recognition

Thrill-K Architecture: Towards a Solution to the Problem of Knowledge Based Understanding

Grammar Induction - Experimental Results

Brain Principles Programming

A meta-probabilistic-programming language for bisimulation of probabilistic and non-well-founded type systems

Artificial Open World for Evaluating AGI: a Conceptual Design

Ownability of AGI.

Notes:

Includes bibliographical references and index.

Other Format:

Print version: Goertzel, Ben Artificial General Intelligence

ISBN:

3-031-19907-3