AML Reinforcement Learning Flashcards
1
Q
What is the 7-letter mnemonic for the key components of RL?
A
APO.DARO
2
Q
What are the 6 key components of reinforcement learning?
A
an Agent functions with a Policy, makes Observations, leading to Decisions, that output Actions, that result in Rewards or more observations.
3
Q
What is the first step in RL for a data scientist?
A
Develop the training script.
4
Q
What is Q-Learning?
A
One of the earliest RL algorithms.
5
Q
What is PPO?
A
Proximal Policy Optimisation
A RL algorithm approach.
6
Q
Name the points on the diagram
A
See unmasked image
