Oracle Exam 1Z0-1122-24 Topic 4 Question 5 Discussion

Actual exam question for Oracle's 1Z0-1122-24 exam

Question #: 5
Topic #: 4

[All 1Z0-1122-24 Questions]

What is the primary purpose of reinforcement learning?

AFinding relationships within data sets

BIdentifying patterns in data

CMaking predictions from labeled data

DLearning from outcomes to make decisions

Show Suggested Answer

Suggested Answer: D

Reinforcement learning (RL) is a type of machine learning where an agent learns to make decisions by taking actions in an environment to achieve a certain goal. The agent receives feedback in the form of rewards or penalties based on the outcomes of its actions, which it uses to learn and improve its decision-making over time. The primary purpose of reinforcement learning is to enable the agent to learn optimal strategies by interacting with its environment, thereby maximizing cumulative rewards. This approach is commonly used in areas such as robotics, game playing, and autonomous systems.

by Darrin at Aug 24, 2024, 11:56 PM

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Alica

3 months ago

D all the way! Reinforcement learning is about trial and error, figuring out what works through experience. It's like my dog learning to sit for a treat.

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Alexis

2 months ago

Exactly! Reinforcement learning involves learning from outcomes to make decisions, just like how your dog learns to sit for a treat.

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Raina

3 months ago

D all the way! Reinforcement learning is about trial and error, figuring out what works through experience. It's like my dog learning to sit for a treat.

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Alline

3 months ago

C is tempting, but I think D really captures the essence of reinforcement learning - using feedback to guide decision-making.

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Aretha

3 months ago

Yes, D is the primary purpose of reinforcement learning. It involves using feedback to guide decision-making.

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Garry

3 months ago

I agree, D is the correct answer. Reinforcement learning is all about learning from outcomes to make decisions.

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Celestina

3 months ago

I think C) Making predictions from labeled data could also be a valid purpose of reinforcement learning, as it involves predicting outcomes based on data.

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Deandrea

3 months ago

I believe it could also be B) Identifying patterns in data, as reinforcement learning involves learning from patterns in data.

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Lovetta

3 months ago

I agree with Cyndy. Reinforcement learning is about learning from outcomes to make decisions.

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Galen

3 months ago

D seems like the obvious choice here. Reinforcement learning is all about learning from interactions and adapting behavior based on rewards and punishments.

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Valentin

3 months ago

Definitely, D is the key in reinforcement learning. It's all about learning from experiences to improve decision-making.

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Irma

3 months ago

Yes, D is the primary purpose of reinforcement learning. It involves making decisions based on feedback.

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Becky

3 months ago

I agree, D is the correct answer. Reinforcement learning is about learning from outcomes.

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Cyndy

3 months ago

I think the primary purpose of reinforcement learning is D) Learning from outcomes to make decisions.

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