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AI and Machine Learning
Machine learning has been used to automatically translate long-lost languages
Participants must have basic knowledge of data structures and basic algorithms.
Age groups: grade 9-12.
Write an article to debate a topic of your choosing.
Follow this link for guidance on how to structure a philosophy paper: https://philosophy.fas.harvard.edu/files/phildept/files/brief_guide_to_writing_philosophy_paper.pdf.
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Linguistics and Machine Learning We'll debate each article in class how it could have been better, what structure was it following and the parts done right. We'll start with the article above as an example to start us off. |
see also: Reinforcement Learning |
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see also Neural Networks: |
Pick a topicExpert Systems Heuristic Algorithm Tautology Propositional Calculus (aka Zeroth-Order Logic) Social Intelligence: Kismet the Robot Affective Computing (Rosalind Wright Picard)
CoursesMIT 6.034 Artificial Intelligence, Fall 2010 Stanford CS221: Artificial Intelligence: Principles and Techniques (Autumn 2019)
Philosophy of ScienceThe Demarcation Problem Occam's Razor Analytic–Synthetic Distinction also check out the Stanford Encyclopedia of Philosophy: https://plato.stanford.edu/ Read or ListenThe Critique of Practical Reason, by Immanuel Kant (a priori / a posteriori propositions) Discourse on the Method of Rightly Conducting One’s Reason and of Seeking Truth, by Descartes
In the News...OpenAI has built a team of robots that beat a team of humans at the complex video game Dota 2. (June 2018: Bots crushed humans using Reinforcement Learning)
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