Artificial General Intelligence: 15th International Conference, AGI 2022, Seattle, WA, USA, August 19–22, 2022, Proceedings: Lecture Notes in Computer Science, cartea 13539
Editat de Ben Goertzel, Matt Iklé, Alexey Potapov, Denis Ponomaryoven Limba Engleză Paperback – 14 ian 2023
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Specificații
ISBN-13: 9783031199066
ISBN-10: 3031199065
Pagini: 472
Ilustrații: XIV, 472 p. 179 illus., 79 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.68 kg
Ediția:1st ed. 2023
Editura: Springer International Publishing
Colecția Springer
Seriile Lecture Notes in Computer Science, Lecture Notes in Artificial Intelligence
Locul publicării:Cham, Switzerland
ISBN-10: 3031199065
Pagini: 472
Ilustrații: XIV, 472 p. 179 illus., 79 illus. in color.
Dimensiuni: 155 x 235 mm
Greutate: 0.68 kg
Ediția:1st ed. 2023
Editura: Springer International Publishing
Colecția Springer
Seriile Lecture Notes in Computer Science, Lecture Notes in Artificial Intelligence
Locul publicării:Cham, Switzerland
Cuprins
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.