CS 460 Artificial Intelligence Lecture 2 Quiz
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Questions and Answers

What is a characteristic of a dynamic environment?

The environment may change over time

In a single agent system, what does an episode refer to?

A single question and answer

How can a goal in a system change over time?

The goal might also change over time

What makes an environment dynamic in the context of multi-agent systems?

<p>The presence of other agents</p> Signup and view all the answers

Differentiate between a discrete and a continuous environment.

<p>Discrete environments have fixed steps, while continuous environments involve continual changes.</p> Signup and view all the answers

Provide an example of a game that represents a discrete environment.

<p>Chess</p> Signup and view all the answers

What is the difference between fully observable and partially observable environments?

<p>Fully observable environments allow agents to detect all aspects relevant to their actions, while partially observable environments may have hidden information or limited sensor capabilities.</p> Signup and view all the answers

Give an example of a fully observable environment.

<p>Chess is an example of a fully observable environment where the board and opponent's moves are visible to the player.</p> Signup and view all the answers

Why are other agents' intentions often not observable in multi-agent systems?

<p>In multi-agent systems, other agents' intentions are often not observable because only their actions are visible to external agents.</p> Signup and view all the answers

What is the significance of sequential episodic environments?

<p>In sequential episodic environments, the current action's outcome affects the future state of the environment, leading to a series of interconnected events.</p> Signup and view all the answers

How does goal adaptation play a role in dynamic environments?

<p>In dynamic environments, agents may need to adapt their goals or strategies based on the changing conditions to achieve success.</p> Signup and view all the answers

Differentiate between deterministic and stochastic environments.

<p>Deterministic environments have predictable outcomes for given actions, while stochastic environments involve randomness or uncertainty in outcomes.</p> Signup and view all the answers

What is the difference between a deterministic and a stochastic environment in the context of artificial intelligence?

<p>Deterministic environment's next state is completely predictable, while stochastic environment has some uncertainty associated with the next state.</p> Signup and view all the answers

How does uncertainty arise in an environment according to the lecture?

<p>Uncertainty can arise from randomness, lack of a good environment model, or lack of complete sensor coverage.</p> Signup and view all the answers

Define a strategic environment based on the lecture.

<p>A strategic environment is deterministic except for actions of other agents.</p> Signup and view all the answers

What characterizes an episodic experience for an agent in the context of artificial intelligence?

<p>An episodic experience is divided into atomic episodes where each episode consists of perceiving and performing a single action.</p> Signup and view all the answers

How does the choice of action differ in episodic and sequential experiences for an agent?

<p>In episodic experiences, the choice of action depends only on the current episode, while in sequential experiences, actions may depend on past experiences.</p> Signup and view all the answers

Why is it important for AI systems to distinguish between episodic and sequential experiences?

<p>Distinguishing between episodic and sequential experiences helps in designing better decision-making processes for agents.</p> Signup and view all the answers

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