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Introduction
Setup of the lab
Why use Offline Domain Joining
Provisioning of the computer account with Djoin.exe
Examining the exported account file and AD
Switching to Server 2 our client
Using Djoin.exe to join Server 2 to the domain
Rebooting Server 2
Verifying Server 2 is part of the Contoso.com domain
Explanation of what happened
Why does modern machine learning work?
What is Reinforcement Learning?
Applications of Offline Reinforcement Learning
Q-function performance
Issues with Policy Constraints
Behaviour policy estimation
Implicit Policy Constraints
D4RL benchmark suite
Atari Game Performance
Are there policy-grade algorithms that could be used instead of Q-Learning?