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424H: Reinforcment Learning

This class was created by Brainscape user Patrick Henriksen. Visit their profile to learn more about the creator.

By: Patrick Henriksen
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Decks in this class (8)

MP and MRP
What is the formal definition of ...,
On what does the probability of t...,
What is the formal definition of ...
12  cards
Introduction
Whats the definition of an autono...,
What are the 3 fundamental areas ...,
Describe the main differences bet...
3  cards
MDP
Whats the formal definition of a ...,
How is the value function for an ...,
Why is the first term in the mrp ...
10  cards
Dynamic Programming
What is the idea behind dynamic p...,
What properties should a prolbem ...,
What does the policy improvement ...
8  cards
Model free learning
Does mc use bootstrapping,
What is the idea behind the mote ...,
Describe the first visit monte ca...
12  cards
Model free control
In what mdp scenarios would we ty...,
How does the model free control p...,
How do we perform policy improvem...
14  cards
Function approximation
What properties do we want in a f...,
Why would we want to use function...,
Name some possible function appro...
12  cards
Exam
What are the key similarities and...,
What are the analougus td methods...,
For and mdp what are the 1 belman...
24  cards

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424H: Reinforcment Learning

  • Class purpose General learning

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