Discuss the differences between passive and active reinforcementlearning. Provide real-world applications of both styles oflearning, and make sure to discuss their intersections.
Answer
Active reinforcementlearningPassive reinforcementlearningHere the attempts takes pace to finda good policy by exploring with different environment actionsHere the attempts takes place basedon the fixed policy and it will tries to learn how good it isperformingIt learns and acts.It watches the world and tries tolearn first.
Consider a video game functionality here there will be a shortdemo video which can be seen to learn the game tactics andtechniques, in the case we does not need to act we simply
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