Answered step by step
Verified Expert Solution
Question
1 Approved Answer
Is Q - learning an on - policy method or an off - policy method? Is Q - learning an on - policy method or
Is Qlearning an onpolicy method or an offpolicy method?
Is Qlearning an onpolicy method or an offpolicy method?
Onpolicy method. Qlearning learns about the policy that is being used to generate the actions.
Onpolicy method. Qlearning learns about the greedy policy and then uses the new greedy policy for next action selection.
Offpolicy method. Qlearning learns about the greedy policy and then uses the new greedy policy for next action selection.
Offpolicy method. Qlearning learns about the greedy policy, which gradually becomes the optimal policy. And this policy is independent of the one that is actually being followed by the agent when it chooses actions.
Step by Step Solution
There are 3 Steps involved in it
Step: 1
Get Instant Access to Expert-Tailored Solutions
See step-by-step solutions with expert insights and AI powered tools for academic success
Step: 2
Step: 3
Ace Your Homework with AI
Get the answers you need in no time with our AI-driven, step-by-step assistance
Get Started