T-720-ATAI-2022 Main
T-720-ATAI-2022 Links to Thórisson's Lecture Notes
W1: INTRODUCTION
Intelligence: The Phenomenon
Sprint W2+W3:
WORLDS
Key concepts:
Environment, tasks, entities, variables, tests, goals, behaviors
Tasks & Environments
Emergence & Self-Organization
Sprint W4+W5:
LEARNING
Key concepts:
Reinforcement learning, cumulative learning, learning by observation
Learning
Evaluation
Teaching
Sprint W6+W7:
CONTROL
Key concepts:
Control systems, levels of control, generality, autonomy
Agents & Control
Intelligence & Generality
Self-X & Predictability, Reliability, Self-Explanation
Sprint W8+W9:
SYMBOLS, MODELS, CAUSALITY
Key concepts:
Models, relations, causation, symbols, hierarchy, compositionality, grounding
Knowledge Representation
Causation, Probabilities & More
AI Architectures
Sprint W10+11:
UNDERSTANDING
Key concepts:
In addition to the topic of understanding, curiosity, creativity and methodology, this sprint relies on everything from the previous sprints.
Understanding, Curiosity, Creativity
AI Methodologies
W12: WRAP-UP