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Current Research Overview
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Monte Carlo Localization for Mobile Robots
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(335k) -- Dieter Fox, Frank Dellaert - 11/98 |
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Concurrent Mapping and Navigation with Mobile Robots
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(101k) -- Joelle Pineau, Sebastian Thrun, Dieter Fox - 11/98 |
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Planning With Uncertainty
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(117k) -- Nicholas Roy - 2/99 |
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Xavier: Reliable Autonomous Indoor Navigation
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(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
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(7k) -- Sebastian Thrun, Frank Pfenning - 11/98 |
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Languages for Executive Task Level Control
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(23k) -- Reid Simmons, David Apfelbaum - 2/99 |
Learning to Learn
Staged Learning
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(7k) -- John Langford - 4/98 |
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Transfer of Learned Knowledge in Lifelong Learning Agents
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(55k) -- Joseph O'Sullivan - 4/98 |
Human Robot Interaction
Social Behavioral Robot that Stands in Line
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(144k) -- Yasushi Nakauchi, Reid Simmons - 2/99 |
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Interaction with Mobile Robots
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(138k) -- Jamieson Schulte, Chuck Rosenberg, Sebastian Thrun - 11/98 |
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A Tour-Giving Robot that Follows People
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(15k) -- Daniel Nikovski, Dimitris Margaritis, Roseli Romero - 4/98 |
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Gesture Recognition
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(39k) -- Roseli Romero, Stefan Waldherr, Dimitris Margaritis, Sebastian Thrun - 4/98 |
Learning and Decision Making
Monte Carlo HMMs and POMDPs
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(52k) -- Sebastian Thrun, John Langford, Dieter Fox - 2/99 |
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Learning the Structure of Probabilistic Networks
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(11k) -- Dimitris Margaritis, Sebastian Thrun - 11/98 |
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Application of Machine Learning to Building Control
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(20k) -- Jamieson Schulte, Sebastian Thrun - 11/98 |
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Improved PAC Bounds
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(9k) -- John Langford - 10/98 |
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Probabilistic Extensions to Graphplan
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(6k) -- John Langford - 4/98 |
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Reinforcement Learning in Continuous Spaces
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(18k) -- Daniel Nikovski - 4/98 |
Learning Architectures
Active Learning in Mobile Robots
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(19k) -- David Cohn - 2/99 |
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Skinnerbots
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(8k) -- Dave Touretzky, Nathaniel Daw - 2/99 |
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Concept Grounding in Robotic Capacity
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(41k) -- Daniel Nikovski, Tom Mitchell - 4/98 |
Learning in Computer Vision
A Bayesian Approach to Image Mosaicking
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(233k) -- Frank Dellaert - 11/98 |
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Super-Resolved Texture Tracking
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(643k) -- Frank Dellaert - 4/98 |
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Learning to Locate Objects in 3D from Image Sequences
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(167k) -- Dimitris Margaritis, Sebastian Thrun - 5/98 |
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Face Recognition with Cheap and Expensive Data
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(54k) -- Charles Rosenberg, Sebastian Thrun - 4/98 |
Robot Systems and Architectures
Autonomous Planetary Exploration
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(108k) -- Reid Simmons, Sanjiv Singh, Tony Stentz, Vandi Verma, Alex Yahja - 2/99 |
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Model Based Monitoring and Diagnosis for Mobile Robots
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(9k) -- Reid Simmons, Joaquin Fernandez, Keith Golden, Leo Joskowicz, Martha Pollack - 2/99 |
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Formal Verification of Robotic Systems
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(9k) -- Reid Simmons, Edmund Clarke, Michael Lowry, Bwolen Yang - 2/99 |
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Distributed Visual Servoing
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(10k) -- David Hershberger, Reid Simmons and Sanjiv Singh, David Kortenkamp - 2/99 |
Previous Research Summaries
See also The Skinnerbots Project
Notes
If there is any information or anyone's research that has been unintentionally left off this page or that is incorrect please contact the maintainer of this page.
Financial support by DARPA, NSF, Daimler Benz, WebTV (and thus Microsoft) and Sun Microsystems is gratefully acknowledged.
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