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Showing posts with the label Heuristic Search

Strategic Planning in Artificial Intelligence !

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Introduction:  Planning is a fundamental aspect of human intelligence that involves setting goals, developing strategies, and making decisions about the actions required to achieve those goals. In Artificial Intelligence (AI), planning is a core area of research that focuses on how intelligent agents can make decisions autonomously to accomplish tasks efficiently. AI planning involves devising a sequence of actions to transition from an initial state to a goal state while considering constraints, resources, and uncertainties. This chapter provides an in-depth discussion of AI planning, its components, methodologies, applications, and current challenges. 2. Overview of AI Planning Planning in AI refers to the process of generating a strategy or action sequence to achieve specific goals in a defined environment. The environment can be dynamic, uncertain, or highly structured, and the task of an intelligent agent is to navigate this environment successfully. AI planning is...

Application of AI in Search Techniques: A Guide for Getting Quick Response !!

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Abstract: AI-powered search techniques include:    Personalization AI-powered search engines can provide personalized results for users based on their location, preferences, and behavior.    Semantic search This AI-powered search uses natural language processing to understand the meaning of a search and provide relevant results. For example, it can correct typos, find synonyms, and show similar products.    ChatGPT Bing uses generative AI models to provide more conversational and context-aware answers to user queries.    Information retrieval AI-powered algorithms can analyze user behavior and large amounts of data to generate more relevant search results.    Some other types of search algorithms include: Depth-First Search (DFS) Breadth-First Search (BFS) Uniform Cost Search (UCS) Heuristic Search Pathfinding Optimization Game Playing  Keywords:  Search Techniques, Depth-First Search (DFS), Breadth-First Search (BF...