Q-learning is a model-free or model-based learning algorithm?

Reinforcement Learning - Quiz(MCQ)

Model-free

Model-based

Both (A) and (B)

None of the above

Correct Answer : Model-free

Explanation : Q-learning is a model-free learning algorithm.

Recently Updated in Reinforcement Learning Questions

Gamma (Î³) in the bellman equation is known as?

Value factor

Discount factor

Environment factor

None of the above

Correct Answer : Discount factor

Explanation : Gamma (γ) in the bellman equation is known as the Discount factor.

How do you represent the agent state in reinforcement learning?

Markov state

Discount state

Discount factor

None of the above

Correct Answer : Markov state

Explanation : Represent the agent state in reinforcement learning Markov state.

P[St+1 | St ] = P[St +1 | S1,......, St], in this condition
What is the meaning of St?

State factor

Markov state

Discount factor

None of the above

Correct Answer : Markov state

Explaination : P[St+1 | St ] = P[St +1 | S1,......, St], in the following condition St represents the Markov state.

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