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IJRR
2007
106views more  IJRR 2007»
15 years 4 months ago
Autonomous Stair Climbing for Tracked Vehicles
Abstract— In this paper, we present an algorithm for autonomous stair climbing with a tracked vehicle. The proposed method achieves robust performance under real-world conditions...
Anastasios I. Mourikis, Nikolas Trawny, Stergios I...
TIP
2008
128views more  TIP 2008»
15 years 4 months ago
Wavelet Frame Accelerated Reduced Support Vector Machines
In this paper, a novel method for reducing the runtime complexity of a support vector machine classifier is presented. The new training algorithm is fast and simple. This is achiev...
Matthias Rätsch, Gerd Teschke, Sami Romdhani,...
TOG
2008
104views more  TOG 2008»
15 years 4 months ago
Streaming multigrid for gradient-domain operations on large images
We introduce a new tool to solve the large linear systems arising from gradient-domain image processing. Specifically, we develop a streaming multigrid solver, which needs just tw...
Michael M. Kazhdan, Hugues Hoppe
ICML
2010
IEEE
15 years 2 months ago
Temporal Difference Bayesian Model Averaging: A Bayesian Perspective on Adapting Lambda
Temporal difference (TD) algorithms are attractive for reinforcement learning due to their ease-of-implementation and use of "bootstrapped" return estimates to make effi...
Carlton Downey, Scott Sanner
ICRA
2010
IEEE
151views Robotics» more  ICRA 2010»
15 years 2 months ago
Design and control of motion compensation cardiac catheters
Robotic cardiac catheters have the potential to revolutionize heart surgery by extending minimally invasive techniques to complex surgical repairs inside the heart. However, cathet...
Samuel B. Kesner, Robert D. Howe