Results 11 to 20 of about 297,292 (254)
Goal Recognition Design - Survey [PDF]
Goal recognition is the task of recognizing the objective of agents based on online observations of their behavior. Goal recognition design (GRD), the focus of this survey, facilitates goal recognition by the analysis and redesign of goal recognition models.
Sarah Keren, Avigdor Gal, Erez Karpas
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COMPARATIVE ANALYSIS OF OBJECT CLASSIFICATION ALGORITHMS: TRADITIONAL IMAGE PROCESSING VERSUS ARTIFICIAL INTELLIGENCE – BASED APPROACH [PDF]
In the current era of advanced digital technologies, form recognition is integrated into numerous applications, from computer vision to industrial automation.
Cosmina Mihaela Rosca
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Inferring Agents’ Goals from Observing Successful Traces
Goal recognition is a sub-field of plan recognition that focuses on the goals of an agent. Current approaches in goal recognition have not yet tried to apply concept learning to a propositional logic formalism.
Guillaume Lorthioir +2 more
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The objective of goal recognition is to infer a goal that accounts for the observed behavior of an actor. In this work, we introduce and formalize the notion of active goal recognition in which we endow the observer with agency to sense, reason, and act in the world with a view to enhancing and possibly expediting goal recognition, and/or to ...
Maayan Shvo, Sheila A. McIlraith
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The Goal of Sexual Activism: Toleration, Recognition, or Both?
Sexual activism (for, e.g., participants in the LGBT+ or BDSM communities) is prima facie commendable, at least for the liberal. However, it is unclear whether the end goal of such activism is toleration or recognition. The argument of this paper is that,
Morten Ebbe Juul Nielsen
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Domain Independent Goal Recognition [PDF]
Goal recognition is generally considered to follow plan recognition. The plan recognition problem is typically defined to be that of identifying which plan in a given library of plans is being executed, given a sequence of observed actions. Once a plan has been identified, the goal of the plan can be assumed to follow.
Pattison, D., Long, D.
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Goal Recognition with Timing Information
Goal recognition has been extensively studied by AI researchers, but most algorithms take only observed actions as input. Here we argue that the time taken to carry out these actions provides an additional signal that supports goal recognition. We present a behavioral experiment confirming that people use timing information in this way, and develop and
Chenyuan Zhang +2 more
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Goal Recognition as Reinforcement Learning
Most approaches for goal recognition rely on specifications of the possible dynamics of the actor in the environment when pursuing a goal. These specifications suffer from two key issues. First, encoding these dynamics requires careful design by a domain expert, which is often not robust to noise at recognition time.
Amado, Leonardo Rosa +2 more
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Analysing Cooking Behaviour in Home Settings: Towards Health Monitoring
Wellbeing is often affected by health-related conditions. Among them are nutrition-related health conditions, which can significantly decrease the quality of life.
Kristina Yordanova +7 more
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Examining Gender Bias of Convolutional Neural Networks via Facial Recognition
Image recognition technology systems have existed in the realm of computer security since nearly the inception of electronics, and have seen vast improvements in recent years.
Tony Gwyn, Kaushik Roy
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