Statement A is correct: Machine learning (ML) is a subset of Artificial Intelligence (AI). ML is a method that enables systems to learn from data without explicit programming. Statement B is incorrect: Supervised learning involves training a model using labelled input data (pairs of inputs and corresponding desired outputs). Unsupervised learning uses unlabelled data. Statement C is correct: Reinforcement learning is a type of machine learning where an agent learns to take actions in an environment to maximize a cumulative reward. This learning process often involves trial and error, where the agent receives positive or negative feedback (rewards or penalties) based on its actions.
Regarding Artificial Intelligence (AI), identify the correct statements using the codes given below:
Asked in RPSC RAS Prelims 2024 · ras 2025 2025 · Topic: Future Trends in Information and Communication Technology (Artificial Intelligence (AI) and Machine Learning (ML) advancements (including Generative AI and Explainable AI))
Show answer
Answer: D. Only A and C
Read the notes: Future Trends in Information and Communication Technology →
More Information and Communication Technology questions
- Match the following type : (a) SLP 1. Deep Learning (b) GAI 2. National Centre on AI (c) DL 3. Statistical Language Processing (d) NCAI 4. Generative Artificial Intelligence
- Match the following : Emerging Trend Example
- Which of the following is the 5th generation AI programming language ?
- With the present state of development, Artificial Intelligence can effectively do which of the following ? 1. Bring down electricity consumption in industrial units 2. Create meaningful short stories and songs 3. Disease diagnosis 4. Text-to-Speech Conversion 5. Wireless transmission of electrical energy Select the correct answer using the code given below :
- The branch of Artificial Intelligence is ______ .
- Who is known as father of Artificial Intelligence?
- Which of the following is not an example of Virtual Assistant ?
- Which of the following is not a source of Artificial Intelligence bias ?
All 1,360 Information and Communication Technology questions →