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In which scenario would you use reinforcement learning?
In which scenario would you use reinforcement learning?
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Practice Questions
1 question
Q1
In which scenario would you use reinforcement learning?
When you have labeled data for training
When the model needs to learn from interactions with an environment
When you want to cluster data points
When you need to predict a continuous outcome
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Reinforcement learning is used when a model learns from interactions with an environment, optimizing actions based on rewards.
Questions & Step-by-step Solutions
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Q
Q: In which scenario would you use reinforcement learning?
Solution:
Reinforcement learning is used when a model learns from interactions with an environment, optimizing actions based on rewards.
Steps: 4
Show Steps
Step 1: Identify a problem where an agent needs to make decisions.
Step 2: Ensure that the agent can interact with an environment (like a game or a robot).
Step 3: Check if the agent can receive feedback in the form of rewards or penalties based on its actions.
Step 4: Confirm that the goal is to maximize the total reward over time through learning from experiences.
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