Advanced Information Processing: Proceedings of a Joint by F. Krückeberg (auth.), Professor Dr. Heinz Schwärtzel,

By F. Krückeberg (auth.), Professor Dr. Heinz Schwärtzel, Professor Dr. Igor A. Mizin (eds.)

During the previous couple of years, desktops have developed from natural quantity crunching machines to "intelligent" challenge fixing instruments. expanding attempt has been spent at the research of recent methods and the appliance of ideas to actual global difficulties. during this approach, interesting new recommendations have developed offering aid for more and more technical and low-cost features. functions variety from the layout and improvement of extremely hugely built-in circuits to fully new man-machine interfaces, from software program engineering instruments to fault analysis platforms, from selection aid to even the research of unemployment. Following a primary joint workshop on complex info Processing held in July 1988 on the Institute for difficulties of Informatics of the USSR Academy of Sciences (IPIAN) at Moscow, this used to be the second one time that scientists and researchers from the USSR Academy of Sciences and Siemens AG, company examine and improvement, exchanged effects and mentioned contemporary advances within the box of utilized desktop sciences. Initiated through Prof. Dr. I. Mizin, Corresponding Member of the USSR Academy of Sciences and Director of IPIAN, and Prof. Dr. H. Schwartzel, vp of the Siemens AG and Head of the utilized laptop technological know-how & software program division, a joint symposium was once prepared on the USSR Academy of Sciences in Moscow on June fifth and sixth 1990. The conferences on details Processing and software program and structures layout Automation supplied a foundation either for displays of ongoing examine and for discussions approximately particular problems.

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Extra resources for Advanced Information Processing: Proceedings of a Joint Symposium. Information Processing and Software Systems Design Automation. Academy of Sciences of the USSR, Siemens AG, FRG Moscow, June 5/6, 1990

Example text

E. the ability to handle descriptions of spatial facts) will result as an "emergent property". Although this should be viewed as the desirable long term goal, many fundamental issues have to be studied first. e. in a bottom-up manner. '''Ie think that a pragmatic approach in which connectionist subsystems are integrated as "black boxes" (capable of answering queries or of reading directly from sensory input) in current AI-Systems can yield useable systems in the short term, as well as provide new insights into the fundamental issues on the long term.

A system consisting of two interacting networks learns to generate focus trajectories such that the final position of a moving focus corresponds to a target in a visual scene. The difficulty that arises during the learning process is that no teacher provides the desired activations of 'eye-muscles' at various times. The only goal information is the desired final input corresponding to the target. This task involves a complex temporal credit assignment problem. However, it has already been experimentally demonstrated that the system is able to learn correct sequences of focus movements involving translations and rotations (Schmidhuber and Huber, 1990).

We are studying the use of "Assumption-Based Truth Maintenance Systems" (ATMS) (de Kleer, 1986) for rapid prototyping of the constraint satisfaction processes involved in the relational representation of spatial knowledge. ATMSs are able to handle multiple contexts simultaneously, which is what is needed in a problem domain, in which all inferences are highly context-dependent. 2 Representations for object descriptions Further representation-theoretical issues in the simulation of human problem-solving arise within the domain of natural language descriptions of physical objects.

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