Problem solving agents in artificial intelligence

Search-based agents: These agents use search algorithms to find solutions to problems. For example, a search-based agent might use algorithms like breadth-first search or A* to find the shortest path from one location to another. Planning agents: These agents use planning algorithms to determine the steps necessary to achieve a specific goal. For example, a robot equipped with a planning agent might use a planning algorithm to determine the sequence of actions necessary to pick up an object and place it in a specific location. Reasoning agents: These agents use reasoning and logic to solve problems.