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Data mining
Unit 1
Association Rule Mining
Introduction to Association Rule Mining
Measures of Association Rule Interestingness
Advanced Association Rule Mining Techniques
Unit 2
Classification
Introduction to Classification
Classification Algorithms
Evaluation and Validation in Classification
Unit 3
Clustering
Introduction to Clustering
Types of Clustering Algorithms
Evaluation of Clustering
Unit 4
Reinforcement Learning
Introduction to Reinforcement Learning
Q-Learning
Deep Reinforcement Learning
Unit 4 • Chapter 3
Deep Reinforcement Learning
Summary
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Concept Check
What does DRL stand for?
Deep Regular Learning
Deep Reinforcement Logic
Deep Reinforcement Learning
Dynamic Reinforcement Learning
Which algorithm is a model-free approach in DRL?
Q learning
Deep Learning Algorithm
Proximal Policy Optimization
Deep Q Network
What element guides the agent in learning in reinforcement learning?
Penalties
Actions
States
Rewards
Check Answer
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Q-Learning