Research Groups
Links
Modeling network routing as Partially Observable Markov Decision Processes (POMDPs)
http://dali.ai.uic.edu/bharanee/research.html
Uses partially observable Markov decision processes (POMDPs) as a basic framework for multi-agent planning
Pattern Recognition and Image Processing (PRIP) Lab, Michigan State University
http://www.cse.msu.edu/rgroups/prip/
Develops algorithms and representations for efficient pattern matching. Applications include face recognition, fingerprint identification, image analysis, 3-D model construction and visualization, and robot navigation.
Robot Learning Laboratory - CMU
http://www.cs.cmu.edu/afs/cs.cmu.edu/Web/People/Xavier/lab.html
Research on Localization and Mapping, Partially Observable Markov Decision Processes, Computer Vision and Image Processing, Robot Architectures and Programming Languages, Learning Algorithms.
Software Competence Center, Hagenberg (SCCH): Division of Knowledge Based Technologies
Knowledge-based concepts, tools, and methods, and their applications, including: fuzzy systems, neural networks, genetic algorithms, machine learning, and natural language processing.
The Auton Project
Research on Data Mining, Active Learning & Exploration, Reinforcement Learning for Decision and Control.
The Machine Learning Systems Group at JPL
http://www-aig.jpl.nasa.gov/public/mls/
Applied research in data mining, knowledge discovery, pattern recognition, and automated classification and clustering.
The NeuroCOLT Project
ESPRIT working group on Neural and Computational Learning Theory. Partners, projects, publications archive.