Markov Chains with actions & dice game PIG | Intro to Markov Chains and Reinforcement Learning
Prof Mihai Nica
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Videos about math, but mostly probability, data science and machine learning.
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Intro to Makrov Decision Processes with a few first examples. The video we watched in the middle (cut from the actual recording) from Numberphile is at this link: https://youtu.be/ULhRLGzoXQ0?si=rRphHA7jv-5HT_u- 0:00 (Baby) Bellman Equation 1:45 Prizes 7:03 Markov Decision Processes 9:45 Examples of MDPs 12:39 Markov Property 16:00 Policy 18:35 Policy Evaluation 20:20 q-function for policy pi 23:30 Final Project Notes 30:18 Game of PIG (shows Numberphile Video) 30:36 Mathmatize Q1: PIG 32:48 Solutions to Mathmatize Q1 34:40 Graphical Representation
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