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ICML
2008
IEEE
15 years 2 hour ago
Space-indexed dynamic programming: learning to follow trajectories
We consider the task of learning to accurately follow a trajectory in a vehicle such as a car or helicopter. A number of dynamic programming algorithms such as Differential Dynami...
J. Zico Kolter, Adam Coates, Andrew Y. Ng, Yi Gu, ...
NIPS
1993
14 years 15 days ago
Using Local Trajectory Optimizers to Speed Up Global Optimization in Dynamic Programming
Dynamic programming provides a methodology to develop planners and controllers for nonlinear systems. However, general dynamic programming is computationally intractable. We have ...
Christopher G. Atkeson
HAPTICS
2007
IEEE
14 years 5 months ago
Haptic Feedback Enhances Force Skill Learning
This paper explores the use of haptic feedback to abstract motor skill that requires recalling a sequence of forces. Participants are guided along a trajectory and are asked to le...
Daniel Morris, Hong Z. Tan, Federico Barbagli, Tim...
ICRA
2006
IEEE
101views Robotics» more  ICRA 2006»
14 years 5 months ago
Policies based on Trajectory Libraries
— We present a control approach that uses a library of trajectories to establish a global control law or policy. This is an alternative to methods for finding global policies ba...
Martin Stolle, Christopher G. Atkeson
JCC
2011
105views more  JCC 2011»
13 years 6 months ago
Wordom: A user-friendly program for the analysis of molecular structures, trajectories, and free energy surfaces
Abstract: Wordom is a versatile, user-friendly, and efficient program for manipulation and analysis of molecular structures and dynamics. The following new analysis modules have b...
Michele Seeber, Angelo Felline, Francesco Raimondi...