Decision-making, Intelligent Agents and Stochastic Processes

Name: Decision-making, Intelligent Agents and Stochastic Processes
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Rating: 3.2 (38 reviews)

This free online computer science course explains how stochastic processes are used by AI to improve decision-making.

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Learning Outcomes

In this free course, you will learn how to:

Outline the concept of an intelligent, simple reflex, goal-based and utility-based agent
Discuss the theoretical foundation of utility and decision theory
State the procedure for simple and complex decision-making
Explain the concept of reinforcement learning
Describe the Markov decision process (MDP) and Dynamic decision network (DDN)
Discuss the basics of stochastic processes

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