Design a computer system using tree search and reinforcement learning algorithms : Understanding Reinforcement Learning

Design a computer system using tree search and reinforcement learning algorithms : Understanding Reinforcement Learning

Assessment

Interactive Video

Information Technology (IT), Architecture, Other

University

Hard

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The video introduces reinforcement learning and the OpenAI Gym, a tool for developing and testing reinforcement learning algorithms. It explains key concepts such as agents, environments, and rewards, and demonstrates how OpenAI Gym standardizes these elements for easier experimentation. The video also showcases two environments, CartPole and Mountain Car, and provides guidance on setting up OpenAI Gym in a Python environment.

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3 questions

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1.

OPEN ENDED QUESTION

3 mins • 1 pt

What is the CART pole environment and what is the objective?

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2.

OPEN ENDED QUESTION

3 mins • 1 pt

Explain the mountain car environment and its goal.

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3.

OPEN ENDED QUESTION

3 mins • 1 pt

What are the steps to install OpenAI Gym in your Python environment?

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