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This volume presents the proceedings of the 18th German Annual Conference on Artificial Intelligence (KI-94), held in Saarbrücken in September 1994. Besides the invited paper "AI approaches towards sensor-based support in road vehicles" by H.-H. Nagel, the book contains 33 full research papers and 12 poster presentations selected from a total of 98 contributions, half of them originating from outside Germany. The papers cover all relevant aspects of AI with a certain focus on knowledge representation and logical foundations of AI; further topics covered are neural network applications, logic programming, natural language, machine learning, and reasoning.

Artificial intelligence --- Congresses --- Knowledge representation (Information theory) --- Reasoning --- Industrial applications --- Artificial intelligence - Industrial applications - Congresses. --- Artificial intelligence. --- Computer science. --- Artificial Intelligence. --- Mathematical Logic and Formal Languages. --- Informatics --- Science --- AI (Artificial intelligence) --- Artificial thinking --- Electronic brains --- Intellectronics --- Intelligence, Artificial --- Intelligent machines --- Machine intelligence --- Thinking, Artificial --- Bionics --- Cognitive science --- Digital computer simulation --- Electronic data processing --- Logic machines --- Machine theory --- Self-organizing systems --- Simulation methods --- Fifth generation computers --- Neural computers