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What kind of environment is strategic in artificial intelligence? a) Deterministic b) Rational c) Partial d) Stochastic
1 4389What kind of environment is crossword puzzle? a) Static b) Dynamic c) Semidynamic d) None of the mentioned
2 7773What kind of behavior does the stochastic environment posses? a) Local b) Deterministic c) Ratioanl d) Primary
2738Which is used to select the particular environment to run the agent? a) Environment creator b) Environment Generator c) Both a & b d) None of the mentioned
1 3112Which environment is called as semidynamic? a) Environment does not change with the passage of time b) Agent performance changes c) Environment will be changed d) Both a & b
2473Where does the performance measure is included? a) Rational agent b) Task environment c) Actuators d) Sensor
2233Which is used to provide the feedback to the learning element? a) Critic b) Actuators c) Sensor d) None of the mentioned
1 6837The main task of a problem-solving agent is a) Solve the given problem and reach to goal b) To find out which sequence of action will get it to the goal state c) Both a) and b) d) Neither a) nor b)
3475. What is state space? a) The whole problem b) Your Definition to a problem c) Problem you design d) Representing your problem with variable and parameter
3096The problem-solving agent with several immediate options of unknown value can decide what to do by just examining different possible sequences of actions that lead to states of known value, and then choosing the best sequence. This process of looking for such a sequence is called Search. State True or False a) True b) False
2271A problem in a search space Is defined by, a) Initial state b) Goal test c) Intermediate states d) All of the above
4142The Set of actions for a problem in a state space is formulated by a ___________. a) Intermediate states b) Initial state c) Successor function, which takes current action and returns next immediate state d) None of the mentioned
3050A solution to a problem is a path from the initial state to a goal state. Solution quality is measured by the path cost function, and an optimal solution has the highest path cost among all solutions. State whether true or false. a) True b) False
1 3141he process of removing detail from a given state representation is called______. a) Extraction b) Abstraction c) Information Retrieval d) Mining of data
1 3597A problem solving approach works well for a) 8-Puzzle problem b) 8-queen problem c) Finding a optimal path from a given source to a destination d) Mars Hover (Robot Navigation)
3207
Explain the differences between model-based and model-free reinforcement learning.
If we added one rider to the current SF market, how would that affect the existing riders and drivers?
What are the key elements to consider when creating user interfaces for LLM applications?
How can you check if a data set or time series is random?
How does AI contribute to public transportation efficiency?
Hierarchical clustering algorithm is known to be?
What is jupyter ?
What is the Difference between Inductive Learning and Analytical Learning in Machine Learning?
What do you mean by deep learning and why has it become popular now?
What is model is data mining?
How do you take millions of users with 100's of transactions each, amongst 10000's of products and group the users together in a meaningful segments?
What is model capacity?
How do you decide whether to fine-tune or train a model from scratch?
What are the pros and cons of using cloud-based versus on-premise solutions for AI?
and how does it benefit students?
