public:t-720-atai:atai-20:lecture_notes
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T-720-ATAI-2020 Links to Kris' Lecture Notes
- W1: INTRODUCTION
- Sprint W2+W3: WORLDS
- Key concepts: Environment, tasks, entities, variables, tests, goals, behaviors
- Emergence & Self-Organization (not mandatory)
- Sprint W4+W5: LEARNING
- Key concepts: Reinforcement learning, cumulative learning, learning by observation
- Sprint W6+W7: CONTROL
- Key concepts: Control systems, levels of control, generality, autonomy
- Sprint W8+W9: SYMBOLS, MODELS, CAUSALITY
- Key concepts: Models, relations, causation, symbols, hierarchy, compositionality, grounding
- Sprint W10+11: CUMULATIVE UNDERSTANDING
- Key concepts: In addition to the topic of understanding, curiosity, creativity and methodology, this sprint relies on everything from the previous sprints.
- W12: WRAP-UP
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