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Current Research Overview


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Monte Carlo Localization for Mobile Robots ... postscript version   (335k)  
-- Dieter Fox, Frank Dellaert - 11/98
Concurrent Mapping and Navigation with Mobile Robots ... postscript version   (101k)  
-- Joelle Pineau, Sebastian Thrun, Dieter Fox - 11/98
Planning With Uncertainty ... postscript version   (117k)  
-- Nicholas Roy - 2/99
Xavier: Reliable Autonomous Indoor Navigation ... postscript version   (737k)  
-- Reid Simmons, Joaquin Fernandez, Richard Goodwin, Karen Zita Haigh, Nak Yong Ko, Sven Koenig, Joseph O'Sullivan - 2/99


Robot Programming

Programming Languages That Support Learning ... postscript version   (7k)  
-- Sebastian Thrun, Frank Pfenning - 11/98
Languages for Executive Task Level Control ... postscript version   (23k)  
-- Reid Simmons, David Apfelbaum - 2/99


Learning to Learn

Staged Learning ... postscript version   (7k)
-- John Langford - 4/98
Transfer of Learned Knowledge in Lifelong Learning Agents ... postscript version   (55k)
-- Joseph O'Sullivan - 4/98


Human Robot Interaction

Social Behavioral Robot that Stands in Line ... postscript version   (144k)  
-- Yasushi Nakauchi, Reid Simmons - 2/99
Interaction with Mobile Robots ... postscript version   (138k)  
-- Jamieson Schulte, Chuck Rosenberg, Sebastian Thrun - 11/98
A Tour-Giving Robot that Follows People ... postscript version   (15k)
-- Daniel Nikovski, Dimitris Margaritis, Roseli Romero - 4/98
Gesture Recognition ... postscript version   (39k)
-- Roseli Romero, Stefan Waldherr, Dimitris Margaritis, Sebastian Thrun - 4/98


Learning and Decision Making

Monte Carlo HMMs and POMDPs ... postscript version   (52k)  
-- Sebastian Thrun, John Langford, Dieter Fox - 2/99
Learning the Structure of Probabilistic Networks ... postscript version   (11k)  
-- Dimitris Margaritis, Sebastian Thrun - 11/98
Application of Machine Learning to Building Control ... postscript version   (20k)  
-- Jamieson Schulte, Sebastian Thrun - 11/98
Improved PAC Bounds ... postscript version   (9k)  
-- John Langford - 10/98
Probabilistic Extensions to Graphplan ... postscript version   (6k)
-- John Langford - 4/98
Reinforcement Learning in Continuous Spaces ... postscript version   (18k)
-- Daniel Nikovski - 4/98


Learning Architectures

Active Learning in Mobile Robots ... postscript version   (19k)  
-- David Cohn - 2/99
Skinnerbots ... postscript version   (8k)  
-- Dave Touretzky, Nathaniel Daw - 2/99
Concept Grounding in Robotic Capacity ... postscript version   (41k)
-- Daniel Nikovski, Tom Mitchell - 4/98


Learning in Computer Vision

A Bayesian Approach to Image Mosaicking ... postscript version   (233k)  
-- Frank Dellaert - 11/98
Super-Resolved Texture Tracking ... postscript version   (643k)
-- Frank Dellaert - 4/98
Learning to Locate Objects in 3D from Image Sequences ... postscript version   (167k)
-- Dimitris Margaritis, Sebastian Thrun - 5/98
Face Recognition with Cheap and Expensive Data ... postscript version   (54k)
-- Charles Rosenberg, Sebastian Thrun - 4/98


Robot Systems and Architectures

Autonomous Planetary Exploration ... postscript version   (108k)  
-- Reid Simmons, Sanjiv Singh, Tony Stentz, Vandi Verma, Alex Yahja - 2/99
Model Based Monitoring and Diagnosis for Mobile Robots ... postscript version   (9k)  
-- Reid Simmons, Joaquin Fernandez, Keith Golden, Leo Joskowicz, Martha Pollack - 2/99
Formal Verification of Robotic Systems ... postscript version   (9k)  
-- Reid Simmons, Edmund Clarke, Michael Lowry, Bwolen Yang - 2/99
Distributed Visual Servoing ... postscript version   (10k)  
-- David Hershberger, Reid Simmons and Sanjiv Singh, David Kortenkamp - 2/99


Previous Research Summaries

See also The Skinnerbots Project


Notes


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Web page contact: chuck+@cs.cmu.edu -- First Edition: 4/2/98 -- Last Update: 2/27/99