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| public:t-720-atai:atai-20:lecture_notes [2020/08/29 11:32] – thorisson | public:t-720-atai:atai-20:lecture_notes [2024/04/29 13:33] (current) – external edit 127.0.0.1 |
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| * W1: INTRODUCTION | * W1: INTRODUCTION |
| * [[http://cadia.ru.is/wiki/public:t-720-atai:atai-20:Intelligence|Intelligence: The Phenomenon]] | * [[/public:t-720-atai:atai-20:Intelligence|Intelligence: The Phenomenon]] |
| * W2+W3: WORLDS | * Sprint W2+W3: **WORLDS** |
| * Key concepts: //Environment, Tasks, Entities, Variables, Tests, Goals, Behaviors// | * Key concepts: //Environment, tasks, entities, variables, tests, goals, behaviors// |
| * [[/public:t-720-atai:atai-20:task-environment|Tasks & Environments]] | * [[/public:t-720-atai:atai-20:task-environment|Tasks & Environments]] |
| * [[/public:t-720-atai:atai-20:self-organization|Emergence & Self-Organization]] (not mandatory) | * [[/public:t-720-atai:atai-20:self-organization|Emergence & Self-Organization]] (not mandatory) |
| * W4+5: LEARNING | * Sprint W4+W5: **LEARNING** |
| * Key concepts: //Reinforcement Learning, Cumulative Learning, Learning by Observation// | * Key concepts: //Reinforcement learning, cumulative learning, learning by observation// |
| * [[/public:t-720-atai:atai-20:experience-based learning|Experience-Based Learning]] | * [[/public:t-720-atai:atai-20:learning|Learning]] |
| * [[/public:t-720-atai:atai-20:evaluation|Evaluation]] | * [[/public:t-720-atai:atai-20:evaluation|Evaluation]] |
| * [[/public:t-720-atai:atai-20:Teaching|Teaching]] | * [[/public:t-720-atai:atai-20:Teaching|Teaching]] |
| * W8+W9: CONTROL | * Sprint W6+W7: **CONTROL** |
| | * Key concepts: //Control systems, levels of control, generality, autonomy// |
| * [[/public:t-720-atai:atai-20:agents and control|Agents & Control]] | * [[/public:t-720-atai:atai-20:agents and control|Agents & Control]] |
| * [[/public:t-720-atai:atai-20:generality|Intelligence & Generality]] | * [[/public:t-720-atai:atai-20:generality|Intelligence & Generality]] |
| * [[/public:t-720-atai:atai-20:self-x|Self-X: Predictability, Reliability, Self-Explanation]] | * [[/public:t-720-atai:atai-20:self-x|Self-X & Predictability, Reliability, Self-Explanation]] |
| * [[/public:t-720-atai:atai-20:Learning|Requirements for AI & GMI Systems]] | * Sprint W8+W9: **SYMBOLS, MODELS, CAUSALITY** |
| * W6+W7: SYMBOLS, MODELS, CAUSALITY | * Key concepts: //Models, relations, causation, symbols, hierarchy, compositionality, grounding// |
| * Key concepts: //Models, Relations, Causation, Symbols, Hierarchy, Compositionality, Grounding// | |
| * [[/public:t=720=atai:atai-20:Knowledge Representation|Knowledge Representation]] | * [[/public:t=720=atai:atai-20:Knowledge Representation|Knowledge Representation]] |
| * [[/public:t=720=atai:atai-20:Causation|Causation, Probabilities & More]] | * [[/public:t=720=atai:atai-20:Causation|Causation, Probabilities & More]] |
| * [[/public:t-720-atai:atai-20:AI Architectures|AI Architectures]] | * [[/public:t-720-atai:atai-20:AI Architectures|AI Architectures]] |
| * W10+11: CUMULATIVE UNDERSTANDING | * Sprint W10+11: **UNDERSTANDING** |
| * [[/public:t-720-atai:atai-20:autonomy|Intelligence & Autonomy]] | * Key concepts: //In addition to the topic of understanding, curiosity, creativity and methodology, this sprint relies on everything from the previous sprints.// |
| * [[/public:t-720-atai:atai-20:understanding|Understanding, Curiosity, Creativity]] | * [[/public:t-720-atai:atai-20:understanding|Understanding, Curiosity, Creativity]] |
| * [[/public:t-720-atai:atai-20:methodologies|AI Methodologies]] | * [[/public:t-720-atai:atai-20:methodologies|AI Methodologies]] |
| * W12: WRAP-UP | * W12: WRAP-UP |
