Plan Activity and Intent Recognition

Plan  Activity  and Intent Recognition
Author: Gita Sukthankar,Christopher Geib,Hung Hai Bui,David Pynadath,Robert P. Goldman
Publsiher: Newnes
Total Pages: 423
Release: 2014-03-03
Genre: Computers
ISBN: 9780124017108

Download Plan Activity and Intent Recognition Book in PDF, Epub and Kindle

Plan recognition, activity recognition, and intent recognition together combine and unify techniques from user modeling, machine vision, intelligent user interfaces, human/computer interaction, autonomous and multi-agent systems, natural language understanding, and machine learning. Plan, Activity, and Intent Recognition explains the crucial role of these techniques in a wide variety of applications including: personal agent assistants computer and network security opponent modeling in games and simulation systems coordination in robots and software agents web e-commerce and collaborative filtering dialog modeling video surveillance smart homes In this book, follow the history of this research area and witness exciting new developments in the field made possible by improved sensors, increased computational power, and new application areas. Combines basic theory on algorithms for plan/activity recognition along with results from recent workshops and seminars Explains how to interpret and recognize plans and activities from sensor data Provides valuable background knowledge and assembles key concepts into one guide for researchers or students studying these disciplines

Plan Activity and Intent Recognition

Plan  Activity  and Intent Recognition
Author: Anonim
Publsiher: Unknown
Total Pages: 385
Release: 2014
Genre: Artificial intelligence
ISBN: OCLC:893039632

Download Plan Activity and Intent Recognition Book in PDF, Epub and Kindle

Plan Activity and Intent Recognition

Plan  Activity  and Intent Recognition
Author: Gita Sukthankar,Christopher Geib,David Pynadath,Hung Bui
Publsiher: Unknown
Total Pages: 78
Release: 2010-07-11
Genre: Electronic Book
ISBN: 1577354710

Download Plan Activity and Intent Recognition Book in PDF, Epub and Kindle

Plan Activity and Intent Recognition

Plan  Activity  and Intent Recognition
Author: Christopher Geib
Publsiher: Morgan Kaufmann
Total Pages: 385
Release: 2014
Genre: Computers
ISBN: 0123985323

Download Plan Activity and Intent Recognition Book in PDF, Epub and Kindle

Plan recognition, activity recognition, and intent recognition together combine and unify techniques from user modeling, machine vision, intelligent user interfaces, human/computer interaction, autonomous and multi-agent systems, natural language understanding, and machine learning. Plan, Activity, and Intent Recognition explains the crucial role of these techniques in a wide variety of applications including: personal agent assistants computer and network security opponent modeling in games and simulation systems coordination in robots and software agents web e-commerce and collaborative filtering dialog modeling video surveillance smart homes In this book, follow the history of this research area and witness exciting new developments in the field made possible by improved sensors, increased computational power, and new application areas. Combines basic theory on algorithms for plan/activity recognition along with results from recent workshops and seminars Explains how to interpret and recognize plans and activities from sensor data Provides valuable background knowledge and assembles key concepts into one guide for researchers or students studying these disciplines

Plan Activity and Intent Recognition

Plan  Activity  and Intent Recognition
Author: Christopher Geib,David Pynadath
Publsiher: Unknown
Total Pages: 98
Release: 2007-09
Genre: Electronic Book
ISBN: 1577353366

Download Plan Activity and Intent Recognition Book in PDF, Epub and Kindle

Mobile Intention Recognition

Mobile Intention Recognition
Author: Peter Kiefer
Publsiher: Springer Science & Business Media
Total Pages: 181
Release: 2011-11-23
Genre: Computers
ISBN: 9781461418542

Download Mobile Intention Recognition Book in PDF, Epub and Kindle

Mobile Intention Recognition addresses problems of practical relevance for mobile system engineers: how can we make mobile assistance systems more intelligent? How can we model and recognize patterns of human behavior which span more than a limited spatial context? This text provides an overview on plan and intention recognition, ranging from the late 1970s to very recent approaches. This overview is unique as it discusses approaches with respect to the specificities of mobile intention recognition. This book covers problems from research on mobile assistance systems using methods from artificial intelligence and natural language processing. It thus addresses an extraordinary interdisciplinary audience.

Introduction to Symbolic Plan and Goal Recognition

Introduction to Symbolic Plan and Goal Recognition
Author: Reuth Reuth Mirsky,Sarah Sarah Keren,Christopher Christopher Geib
Publsiher: Springer Nature
Total Pages: 100
Release: 2022-05-31
Genre: Computers
ISBN: 9783031015892

Download Introduction to Symbolic Plan and Goal Recognition Book in PDF, Epub and Kindle

Plan recognition, activity recognition, and goal recognition all involve making inferences about other actors based on observations of their interactions with the environment and other agents. This synergistic area of research combines, unites, and makes use of techniques and research from a wide range of areas including user modeling, machine vision, automated planning, intelligent user interfaces, human-computer interaction, autonomous and multi-agent systems, natural language understanding, and machine learning. It plays a crucial role in a wide variety of applications including assistive technology, software assistants, computer and network security, human-robot collaboration, natural language processing, video games, and many more. This wide range of applications and disciplines has produced a wealth of ideas, models, tools, and results in the recognition literature. However, it has also contributed to fragmentation in the field, with researchers publishing relevant results in a wide spectrum of journals and conferences. This book seeks to address this fragmentation by providing a high-level introduction and historical overview of the plan and goal recognition literature. It provides a description of the core elements that comprise these recognition problems and practical advice for modeling them. In particular, we define and distinguish the different recognition tasks. We formalize the major approaches to modeling these problems using a single motivating example. Finally, we describe a number of state-of-the-art systems and their extensions, future challenges, and some potential applications.

Cognitive Electronic Warfare An Artificial Intelligence Approach

Cognitive Electronic Warfare  An Artificial Intelligence Approach
Author: Karen Haigh,Julia Andrusenko
Publsiher: Artech House
Total Pages: 288
Release: 2021-07-31
Genre: Technology & Engineering
ISBN: 9781630818128

Download Cognitive Electronic Warfare An Artificial Intelligence Approach Book in PDF, Epub and Kindle

This comprehensive book gives an overview of how cognitive systems and artificial intelligence (AI) can be used in electronic warfare (EW). Readers will learn how EW systems respond more quickly and effectively to battlefield conditions where sophisticated radars and spectrum congestion put a high priority on EW systems that can characterize and classify novel waveforms, discern intent, and devise and test countermeasures. Specific techniques are covered for optimizing a cognitive EW system as well as evaluating its ability to learn new information in real time. The book presents AI for electronic support (ES), including characterization, classification, patterns of life, and intent recognition. Optimization techniques, including temporal tradeoffs and distributed optimization challenges are also discussed. The issues concerning real-time in-mission machine learning and suggests some approaches to address this important challenge are presented and described. The book covers electronic battle management, data management, and knowledge sharing. Evaluation approaches, including how to show that a machine learning system can learn how to handle novel environments, are also discussed. Written by experts with first-hand experience in AI-based EW, this is the first book on in-mission real-time learning and optimization.