Artificial General Intelligence

Table of Contents

1. Altmetric Badge
   Book Overview
2. Altmetric Badge
   Chapter 1 Self-Modification of Policy and Utility Function in Rational Agents
3. Altmetric Badge
   Chapter 2 Avoiding Wireheading with Value Reinforcement Learning
4. Altmetric Badge
   Chapter 3 Death and Suicide in Universal Artificial Intelligence
5. Altmetric Badge
   Chapter 4 Ultimate Intelligence Part II: Physical Complexity and Limits of Inductive Inference Systems
6. Altmetric Badge
   Chapter 5 Open-Ended Intelligence
7. Altmetric Badge
   Chapter 6 The AGI Containment Problem
8. Altmetric Badge
   Chapter 7 Imitation Learning as Cause-Effect Reasoning
9. Altmetric Badge
   Chapter 8 Some Theorems on Incremental Compression
10. Altmetric Badge
    Chapter 9 Rethinking Sigma’s Graphical Architecture: An Extension to Neural Networks
11. Altmetric Badge
    Chapter 10 Real-Time GA-Based Probabilistic Programming in Application to Robot Control
12. Altmetric Badge
    Chapter 11 About Understanding
13. Altmetric Badge
    Chapter 12 Why Artificial Intelligence Needs a Task Theory
14. Altmetric Badge
    Chapter 13 Growing Recursive Self-Improvers
15. Altmetric Badge
    Chapter 14 Different Conceptions of Learning: Function Approximation vs. Self-Organization
16. Altmetric Badge
    Chapter 15 The Emotional Mechanisms in NARS
17. Altmetric Badge
    Chapter 16 The OpenNARS Implementation of the Non-Axiomatic Reasoning System
18. Altmetric Badge
    Chapter 17 Integrating Symbolic and Sub-symbolic Reasoning
19. Altmetric Badge
    Chapter 18 Integrating Axiomatic and Analogical Reasoning
20. Altmetric Badge
    Chapter 19 Embracing Inference as Action: A Step Towards Human-Level Reasoning
21. Altmetric Badge
    Chapter 20 Asymptotic Logical Uncertainty and the Benford Test
22. Altmetric Badge
    Chapter 21 Towards a Computational Framework for Function-Driven Concept Invention
23. Altmetric Badge
    Chapter 22 System Induction Games and Cognitive Modeling as an AGI Methodology
24. Altmetric Badge
    Chapter 23 Integrating Model-Based Prediction and Facial Expressions in the Perception of Emotion
25. Altmetric Badge
    Chapter 24 A Few Notes on Multiple Theories and Conceptual Jump Size
26. Altmetric Badge
    Chapter 25 Generalized Temporal Induction with Temporal Concepts in a Non-axiomatic Reasoning System
27. Altmetric Badge
    Chapter 26 Introspective Agents: Confidence Measures for General Value Functions
28. Altmetric Badge
    Chapter 27 Automatic Sampler Discovery via Probabilistic Programming and Approximate Bayesian Computation
29. Altmetric Badge
    Chapter 28 How Much Computation and Distributedness is Needed in Sequence Learning Tasks?
30. Altmetric Badge
    Chapter 29 Analysis of Algorithms and Partial Algorithms
31. Altmetric Badge
    Chapter 30 Estimating Cartesian Compression via Deep Learning
32. Altmetric Badge
    Chapter 31 A Methodology for the Assessment of AI Consciousness
33. Altmetric Badge
    Chapter 32 Toward Human-Level Massively-Parallel Neural Networks with Hodgkin-Huxley Neurons
34. Altmetric Badge
    Chapter 33 Modeling Neuromodulation as a Framework to Integrate Uncertainty in General Cognitive Architectures
35. Altmetric Badge
    Chapter 34 Controlling Combinatorial Explosion in Inference via Synergy with Nonlinear-Dynamical Attention Allocation
36. Altmetric Badge
    Chapter 35 Probabilistic Growth and Mining of Combinations: A Unifying Meta-Algorithm for Practical General Intelligence
37. Altmetric Badge
    Chapter 36 Ideas for a Reinforcement Learning Algorithm that Learns Programs