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6 results for "heuristic search"
Structure and Inference in Classical Planning By Nir Lipovetzky
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Classical planning is the problem of finding a sequence of actions for achieving a goal from an initial state assuming that actions have deterministic effects. The most effective approach for... More > finding such plans is based on heuristic search guided by heuristics extracted automatically from the problem representation. In this thesis, we introduce alternative approaches for performing inference over the structure of planning problems that do not appeal to heuristic functions, nor to reductions to other formalisms such as SAT or CSP. We show that many of the standard benchmark domains can be solved with almost no search or a polynomially bounded amount of search, once the structure of planning problems is taken into account. In certain cases we can characterize this structure in terms of a novel width parameter for classical planning.< Less
ARTIFICIAL INTELLIGENCE LECTURE’S By Er Jawad Ahmad Dar
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The overall research goal of artificial intelligence is to create technology that allows computers and machines to function in an intelligent manner. The general problem of simulating (or creating)... More > intelligence has been broken down into sub-problems. These consist of particular traits or capabilities that researchers expect an intelligent system to display. The traits described below have received the most attention Best suited to B TECH And Mtech Students.< Less
Human Level Artificial Intelligence book1 By Mitchell Kwok
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In the Artificial Intelligence subject matter there are literally thousands and thousands of fields. Some of these fields are: neural networks, genetic programming, heuristic searches, planning... More > programs, and so forth. This book is concerned about learning machines and human - robot interactions. Based on Mitchell's 6 year design of a learning computer program, he discusses the components that make up the human level artificial intelligence program. Instead of using complex matrixes or lengthy discrete mathematical algorithmns, the author explains the computer program in a basic but comprehensive way. The book also outlines some creative approaches to instill intelligence into robots. Most of the material is written in terms of theoretical analysis and has not been scientifically proven through discrete math or computer science.< Less
DELQ - paperback By Stefan Minica
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The book approaches questioning actions using a resolution modality based on the intersection of two equivalence relations representing information & questioning & gives a general &... More > extensible implementation for complex questioning & resolution dynamic actions. We study strategic aspects in games with questions & interactive inquiry with oracles encoding imperfect information or limited experimental procedures. We use a tripartite interpretation for questions in multi-agent contexts. We implement questioning games, compute game matrices & give an algorithm for minimizing issue-epistemic models to capture behavioral equivalence as intersimulation. We use backtrack oracle search heuristics to study Nash equilibria in the location game on a line. We characterize NE by local game properties & use querying an oracle of local properties & matching profile fragments to design efficient strategies for solving LG. We implement LG in Alloy Analyzer & check assertions of logical entailment.< Less
Human Level Artificial Intelligence book1 By Mitchell Kwok
eBook (PDF): $10.48
In the Artificial Intelligence subject matter there are literally thousands and thousands of fields. Some of these fields are: neural networks, genetic programming, heuristic searches, planning... More > programs, and so forth. This book is concerned about learning machines and human - robot interactions. Based on Mitchell's 6 year design of a learning computer program, he discusses the components that make up the human level artificial intelligence program. Instead of using complex matrixes or lengthy discrete mathematical algorithmns, the author explains the computer program in a basic but comprehensive way. The book also outlines some creative approaches to instill intelligence into robots. Most of the material is written in terms of theoretical analysis and has not been scientifically proven through discrete math or computer science.< Less
DELQ - hardback By Stefan Minica
Hardcover: $25.59
Prints in 3-5 business days
The book approaches questioning actions using a resolution modality based on the intersection of two equivalence relations representing information & questioning & gives a general &... More > extensible implementation for complex questioning & resolution dynamic actions. We study strategic aspects in games with questions & interactive inquiry with oracles encoding imperfect information or limited experimental procedures. We use a tripartite interpretation for questions in multi-agent contexts. We implement questioning games, compute game matrices & give an algorithm for minimizing issue-epistemic models to capture behavioral equivalence as intersimulation. We use backtrack oracle search heuristics to study Nash equilibria in the location game on a line. We characterize NE by local game properties & use querying an oracle of local properties & matching profile fragments to design efficient strategies for solving LG. We implement LG in Alloy Analyzer & check assertions of logical entailment.< Less

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