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» Probabilistic Appearance Based Navigation and Loop Closing
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AR
2011
14 years 6 months ago
A Direct Physical Interface for Navigation and Positioning of a Robotic Nursing Assistant
People often use direct physical contact to guide a person to a desired location (e.g., leading a child by the hand) or to adjust a person’s posture for a task (e.g., a dance in...
Tiffany L. Chen, Charles C. Kemp
TROB
2008
146views more  TROB 2008»
14 years 11 months ago
Mapping a Suburb With a Single Camera Using a Biologically Inspired SLAM System
This paper describes a biologically inspired approach to vision-only simultaneous localization and mapping (SLAM) on ground-based platforms. The core SLAM system, dubbed RatSLAM, i...
Michael Milford, Gordon Wyeth
AAAI
2008
15 years 1 months ago
Maximum Entropy Inverse Reinforcement Learning
Recent research has shown the benefit of framing problems of imitation learning as solutions to Markov Decision Problems. This approach reduces learning to the problem of recoveri...
Brian Ziebart, Andrew L. Maas, J. Andrew Bagnell, ...
135
Voted
ICCV
2007
IEEE
15 years 1 months ago
COST: An Approach for Camera Selection and Multi-Object Inference Ordering in Dynamic Scenes
Development of multiple camera based vision systems for analysis of dynamic objects such as humans is challenging due to occlusions and similarity in the appearance of a person wi...
Abhinav Gupta, Anurag Mittal, Larry S. Davis
94
Voted
JMLR
2006
116views more  JMLR 2006»
14 years 11 months ago
Point-Based Value Iteration for Continuous POMDPs
We propose a novel approach to optimize Partially Observable Markov Decisions Processes (POMDPs) defined on continuous spaces. To date, most algorithms for model-based POMDPs are ...
Josep M. Porta, Nikos A. Vlassis, Matthijs T. J. S...