Add to ORKGMost current Artificial Intelligence systems require a complete and correct model of their domain of application. However, for any domain of reasonable size, it is not feasible to construct such a model. The main thrust of this project is to build a system that can continuously update its model through a constant monitoring of the real world. The project involves the development of a system that starts with an incomplete and incorrect model of the world. While performing its tasks the system is occasionally confronted by observations which are inconsistent with its current beliefs. It attempts to explain these observations by hypothesizing reasons for the inconsistencies and devising experiments to pinpoint the flawed belief. Based on the r...
Developing tools that allow non-programmers to enter knowledge has been an ongoing challenge for AI....
Pöppel J. Towards Satisficing Mental Models for Behavior Understanding. In: Program of the 14th Bia...
We propose a model of abduction based on the revision of the epistemic state of an agent. Explanatio...
process of conceptual change – whereby new knowledge is adopted in the presence of prior, conflictin...
In recent years knowledge-based techniques like explanation-based learning, qualitative reasoning an...
Grid-World is a working computer model which has been used to investigate the search capabilities of...
Grid-World is a working computer model which has been used to investigate the search capabilities of...
One of the most important conditions for an agent to ensure that it selects the right plans for fulf...
The ability to learn a model of a system from observations and background knowledge is central to i...
important challenge for Artificial Intelligence. This pa-per presents a system that revises its know...
We propose sometimes very plausible hypotheses as explanations for an observation, given what we kno...
In this paper, based on the work in [1], we further give a general model for acquiring knowledge, wh...
AI systems and human novices share a difficult problem: repairing incorrect models to improve expert...
This paper proposes an automated modelling algorithm that, based on a observations, creates a qualit...
In this work, the problems of knowledge acquisition and information processing are explored in relat...
Developing tools that allow non-programmers to enter knowledge has been an ongoing challenge for AI....
Pöppel J. Towards Satisficing Mental Models for Behavior Understanding. In: Program of the 14th Bia...
We propose a model of abduction based on the revision of the epistemic state of an agent. Explanatio...
process of conceptual change – whereby new knowledge is adopted in the presence of prior, conflictin...
In recent years knowledge-based techniques like explanation-based learning, qualitative reasoning an...
Grid-World is a working computer model which has been used to investigate the search capabilities of...
Grid-World is a working computer model which has been used to investigate the search capabilities of...
One of the most important conditions for an agent to ensure that it selects the right plans for fulf...
The ability to learn a model of a system from observations and background knowledge is central to i...
important challenge for Artificial Intelligence. This pa-per presents a system that revises its know...
We propose sometimes very plausible hypotheses as explanations for an observation, given what we kno...
In this paper, based on the work in [1], we further give a general model for acquiring knowledge, wh...
AI systems and human novices share a difficult problem: repairing incorrect models to improve expert...
This paper proposes an automated modelling algorithm that, based on a observations, creates a qualit...
In this work, the problems of knowledge acquisition and information processing are explored in relat...
Developing tools that allow non-programmers to enter knowledge has been an ongoing challenge for AI....
Pöppel J. Towards Satisficing Mental Models for Behavior Understanding. In: Program of the 14th Bia...
We propose a model of abduction based on the revision of the epistemic state of an agent. Explanatio...