Del 9205 i serien Lecture Notes in Computer Science

Artificial General Intelligence

8th International Conference, AGI 2015, AGI 2015, Berlin, Germany, July 22-25, 2015, Proceedings

Häftad, Engelska, 2015

AvJordi Bieger,Ben Goertzel,Alexey Potapov

729 kr

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This book constitutes the refereed proceedings of the 8th International Conference on Artificial General Intelligence, AGI 2015, held in Berlin, Germany in July 2015.

Produktinformation

Utgivningsdatum2015-07-09
Mått155 x 235 x 24 mm
Vikt645 g
FormatHäftad
SpråkEngelska
SerieLecture Notes in Computer Science
Antal sidor416
FörlagSpringer International Publishing AG
ISBN9783319213644

Tillhör följande kategorier

Systemvetenskap och AI inom Data och IT
Programmeringsböcker inom Data och IT
Artificiell intelligens inom Data och IT

Modeling Motivation in MicroPsi 2.- Genetic Programming on Program Traces as an Inference Engine for Probabilistic Languages.- Scene Based Reasoning.- Anchoring Knowledge in Interaction: Towards a harmonic subsymbolic/symbolic framework and architecture of computational cognition.- Safe Baby AGI.- Observation, Communication and Intelligence in Agent-Based Systems.- Reffective Variants of Solomono Induction and AIXI.- Are there Deep Reasons Underlying the Pathologies of Today's Deep Learning Algorithms?.- Speculative Scientific Inference via Synergetic Combination of Probabilistic Logic and Evolutionary Pattern Recognition.- Stochastic Tasks: Difficulty and Levin Search.- Instrumental Properties of Social Testbeds.- Towards Human-Level Inductive Functional Programming.- Anytime Bounded Rationality.- Ultimate Intelligence Part I: Physical Completeness and Objectivity of Induction.- Towards Emotion in Sigma: From Appraisal to Attention.- Inferring human values for safe AGI design.- Two Attempts to Formalize Counter possible Reasoning in Deterministic Settings.- Bounded Cognitive Resources and Arbitrary Domains.- Using Localization and Factorization to Reduce the Complexity of Reinforcement Learning.- Towards Flexible Task Environments for Comprehensive Evaluation of Artificial Intelligent Systems & Automatic Learners.- Assumptions of Decision-Making Models in AGI.- Issues in Temporal and Causal Inference.- The Space of Possible Mind Designs.-A Definition of Happiness for Reinforcement Learning Agents.- Expression Graphs: Unifying Factor Graphs and Sum-Product Neworks.- Toward tractable universal induction through recursive program learning.- How can Cognitive Modeling Benefit from Ontologies? Evidence from the HCI Domain.- C-tests revisited: back and forth with complexity.- A New View on Grid Cells Beyond the Cognitive Map Hypothesis.- Programming languages and artificial general intelligence.- From Specialized Syntax to General Logic: The Case of Comparatives.- Decision-Making During Language Understanding by Intelligent Agents.- Plan Recovery in Reactive HTNs Using Symbolic Planning.- Optimization Framework with Minimum Description Length Principle for Probabilistic Programming.- Can Machines Learn Logics?.- Comparing Computer Models Solving Number Series Problems.- Emotional Concept Development.- The Cyber-Physical System Approach towards Artificial General Intelligence: The Problem of Verification.- Analysis of Types of Self-Improving Software.- On the Limits of Recursively Self-Improving AGI.- Godel Agents in a Scalable Synchronous Agent Framework.