No. 2: How Should Intelligence Be Abstracted in AI Research: MDPs, Symbolic Representations, Artificial Neural Networks, or ?
All Papers
Natural Information and Computation: A Proposal Based on Interaction and Decision Making
PDFThe Case for Evolution in Engineering Brains
PDFA Myriad of Automation Serving a Unified Reflective Safe/Moral Will
PDFNothing Is Absolute
PDFAn Introduction to the Cognitive Calculus: A Calculus of the Human Mind
PDFReasoning with Uncertainties Over Existence of Objects
PDFEvolutionary Scheduler for Content Pre-Fetching in Mobile Networks
PDFCarving Out Evolutionary Paths Towards Greater Complexity
PDFSports Video Classification from Multimodal Information Using Deep Neural Networks
PDFA Compiler for CPPNs: Transforming Phenotypic Descriptions Into Genotypic Representations
PDFExploring Biological Intelligence through Artificial Intelligence and Radical Reimplementation
PDFAn Ecological Development Abstraction for Artificial Intelligence
PDFSoft Rule Ensembles for Supervised Learning
PDFIntegrating Declarative Programming and Probabilistic Planning for Robots
PDFPredicting Situated Behaviour Using Sequences of Abstract Spatial Relations
PDFHow to Abstract Intelligence? (If Verification Is in Order)
PDFArtificial Life and Machine Consciousness
PDFQuantitative Symbolic Process Models: How a Fair Fraction of Intelligence Could Be Abstracted in AI Research
PDFReflections on Abstractions for General Artificial Intelligence
PDFGuiding Evolutionary Learning by Searching for Regularities in Behavioral Trajectories: A Case for Representation Agnosticism
PDFOperational Representation — A Unifying Representation for Activity Learning and Problem Solving
PDFOrganizing Committee
PDFCombining a POMDP Abstraction with Replanning to Solve Complex, Position-Dependent Sensing Tasks
PDFDistributional Relational Networks
PDFBridging the Mind-Brain Gap by Morphogenetic ”Neuron Flocking”: The Dynamic Self-Organization of Neural Activity into Mental Shapes
PDFModels of Brains: What Should We Borrow From Biology?
PDFSystematic Variation in Cytoarchitectural Landscapes in the Isocortex of Primates and Rodents
PDFHow Can the Blind Men See the Elephant?
PDFPreface
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