COS 314

    Master this deck with 20 terms through effective study methods.

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    What is the focus of artificial intelligence?

    Training computers to perform tasks typically done by humans.

    What defines the Turing Test?

    A method to evaluate a computer's intelligence based on its ability to mimic human responses.

    What is knowledge representation in AI?

    Methods for representing knowledge needed for intelligent problem-solving.

    How does game playing in AI work?

    Programming computers to engage in board games using cognitive abilities.

    What is an expert system?

    A computer system that mimics the decision-making ability of a human expert.

    What is the role of natural language processing?

    Developing systems that understand and generate human language.

    What is the purpose of modeling human performance?

    Creating systems that replicate human problem-solving capabilities.

    What is the significance of planning in robotics?

    Enabling robots to devise sequences of actions to achieve goals.

    What are artificial neural networks based on?

    Models that mimic the architecture of human brain neurons.

    What do evolutionary algorithms rely on?

    Darwin's theory of evolution to find solutions through successive generations.

    What is agent-based technology?

    Using intelligent agents to perform tasks and communicate in systems.

    What is uncertainty reasoning?

    Methods for processing uncertain information in AI systems.

    What is the Traveling Salesman problem?

    Finding the shortest route for a salesman visiting a list of cities.

    What is the Towers of Hanoi problem?

    Moving rings between columns without placing larger rings on smaller ones.

    What is the 8-Puzzle?

    Manipulating tiles on a board to achieve a specific configuration.

    How does depth-first search differ from breadth-first search?

    Depth-first explores as far as possible along a branch before backtracking.

    What is the A* algorithm used for?

    Finding the shortest path in a weighted graph using heuristics.

    What is the purpose of heuristic searches?

    To improve search efficiency by estimating the cost to reach a goal.

    What is the role of a state space in AI?

    Representing all possible states and transitions for problem-solving.

    What is the function of a neural network's activation function?

    Determining whether a neuron should fire based on input signals.