IAS-group | Research | Learning Alumni Contact info Events IAS-Knowledge centre M.Sc. projects No Title People Publications Research   Learning          Aircraft recogniti...     Ambient intelligen...     Dumpers     Environment learni...     Learning Concepts     Nonlinear projecti...     Reinforcement lear...   Multiagent systems   Perception   Principles Reservations Site Map Software Teaching Vacancies (See ISLA for the new IAS website. Most maintenance activities on this old website have stopped.) Learning and neural networks Intelligent systems need to learn in order to cope with changing environments or inaccurate a-priori knowledge. Learning from data is studied in the context of autonomous systems. Originally we focussed on neural networks, now we look more general to probabilistic methods. We have the following projects: Aircraft recognition from radar profiles Distributed surveillance systems and probabilistic models Environment learning and map building Nonlinear projection methods Personal robot in intelligent environment Learning Concepts in Real World Embodied Agents Distributed User Modeling for Personalised Exploring Recommender Systems Finished projects: Reinforcement learning and neurocontrol Robot arm control Face detection with neural networks Sensor data fusion Function approximation        20 hits in May 2012 last update14 - 02 - 2005 bterwijn@science.uva.nl