Design a computer system using tree search and reinforcement learning algorithms : Tallying Every Outcome of an Agent Pl

Design a computer system using tree search and reinforcement learning algorithms : Tallying Every Outcome of an Agent Pl

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Information Technology (IT), Architecture

University

Hard

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The video tutorial covers Monte Carlo prediction and control, focusing on prediction in the context of blackjack. It explains how to generate episodes and predict value functions using Monte Carlo methods. The tutorial includes a Python implementation, detailing the setup of the environment and the use of libraries like gym, Numpy, and Matplotlib. It also discusses the difference between first visit and every visit Monte Carlo methods, and demonstrates a simple blackjack strategy using the Monte Carlo prediction algorithm.

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OPEN ENDED QUESTION

3 mins • 1 pt

What new insight or understanding did you gain from this video?

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