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Cover image for Artificial General Intelligence 15th International Conference, AGI 2022, Seattle, WA, USA, August 19-22, 2022, Proceedings
Title:
Artificial General Intelligence 15th International Conference, AGI 2022, Seattle, WA, USA, August 19-22, 2022, Proceedings
Author:
Goertzel, Ben. editor.
ISBN:
9783031199073
Edition:
1st ed. 2023.
Physical Description:
XIV, 472 p. 179 illus., 79 illus. in color. online resource.
Series:
Lecture Notes in Artificial Intelligence, 13539
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.
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