
Advances in Artificial General Intelligence: Concepts, Architectures and Algorithms
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The material presented here only scratches the surface of the AGI-related R&D work that is occurring around the world at this moment. But the editors are pleased to have had the chance to be involved in organizing and presenting at least a small percentage of the contemporary progress.
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Content
- Title page
- Preface
- Contents
- Introduction: Aspects of Artificial General Intelligence
- A Collection of Definitions of Intelligence
- Four Contemporary AGI Designs: A Comparative Treatment
- A Foundational Architecture for Artificial General Intelligence
- A Working Hypothesis for General Intelligence
- From NARS to a Thinking Machine
- Adaptive Algorithmic Hybrids for Human-Level Artificial Intelligence
- Cognitive Map Dimensions of the Human Value System Extracted from Natural Language
- Program Evolution for General Intelligence
- Artificial Brains. An Inexpensive Method for Accelerating the Evolution of Neural Network Modules for Building Artificial Brains
- Complex Systems, Artificial Intelligence and Theoretical Psychology
- Stages of Cognitive Development in Uncertain-Logic-Based AI Systems
- Indefinite Probabilities for General Intelligence
- Virtual Easter Egg Hunting: A Thought-Experiment in Embodied Social Learning, Cognitive Process Integration, and the Dynamic Emergence of the Self
- Probabilistic Logic Based Reinforcement Learning of Simple Embodied Behaviors in a 3D Simulation World
- How Do We More Greatly Ensure Responsible AGI?
- Panel Discussion: What Are the Bottlenecks, and How Soon to AGI?
- Author Index
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