Computer Oriented Learning Processes

Inhaltsverzeichnis

• A Review of Computer Oriented Learning Processes/Une revue des procédures informatiques dites d’apprentissage.
• 1. Adaptive Numerical Processes.
• Modèles d’apprentissage.
• 2. The Stochastic Automata.
• Learning with Stochastic Automata and Stochastic Languages.
• Learning in Fuzzy Machines.
• Learning Decision-making with Fuzzy Automata.
• 3. Inference of Formal Grammars.
• Some Experiments in Grammatical Inference.
• Non-counting Languages and Learning.
• Grammatical Inference on Natural Language Samples in the Framework.
• Natural Language Acquisition by Robot.
• A System Able to Learn a Language as a Model of Intelligence.
• 4. Pattern Recognition.
• Generation of Recognition Operators by Stochastic and Heuristic Learning.
• Entropie quadratique et reconnaissance des formes.
• Etude de diverses heuristiques pour des processus d’interrogation.
• Feature Selection Using Mutual Information.
• Apprentissage et mesures de ressemblances adaptatives.
• Learning by Inductive Inference.
• 5. Learning to Play a Game.
• Learning to Solve Games and Puzzles.
• Additive Features in Positional Games.
• Realization of a Program Learning to Find Combinations at Chess.
• 6. Robotics and Problem Solving.
• Procedural Learning in Worlds of Robots.
• Automatic Synthesis of SNOBOL Programs.
• Design of an Interactive Environment to Study the Behaviour of Several Robots Which Can Learn, Plan Their Actions and Coexist.
• A General Approach to Learning in Problem Solving.
• Project of a System Learning a Goal Oriented Behaviour.
• 7. Interactive Model Formation by Inductive Inference.
• Scientific Theory Formation by Computer.
• Planning Paradigms: Knowledge for Organizing Models into Programs.
• Semantic Memory and Procedural Learning.
• Empirical Prediction Algorithms.
• List of Participants.