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» Planning with predictive state representations
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IJRR
2008
101views more  IJRR 2008»
13 years 9 months ago
Motion Planning Under Uncertainty for Image-guided Medical Needle Steering
We develop a new motion planning algorithm for a variant of a Dubins car with binary left/right steering and apply it to steerable needles, a new class of flexible beveltip medica...
Ron Alterovitz, Michael S. Branicky, Kenneth Y. Go...
EPIA
2005
Springer
14 years 3 months ago
Subgoal Semantics in Agent Programming
This paper investigates the notion of subgoals as used in plans in cognitive agent programming languages. These subgoals form act representation of more concrete courses of action ...
M. Birna van Riemsdijk, Mehdi Dastani, John-Jules ...
ECAI
2010
Springer
13 years 11 months ago
ANTIPA: an agent architecture for intelligent information assistance
Abstract. Human users trying to plan and accomplish informationdependent goals in highly dynamic environments with prevalent uncertainty must consult various types of information s...
Jean Oh, Felipe Meneguzzi, Katia P. Sycara
CDC
2008
IEEE
139views Control Systems» more  CDC 2008»
14 years 4 months ago
Iterative Risk Allocation: A new approach to robust Model Predictive Control with a joint chance constraint
Abstract— This paper proposes a novel two-stage optimization method for robust Model Predictive Control (RMPC) with Gaussian disturbance and state estimation error. Since the dis...
Masahiro Ono, Brian C. Williams
UAI
2008
13 years 11 months ago
CORL: A Continuous-state Offset-dynamics Reinforcement Learner
Continuous state spaces and stochastic, switching dynamics characterize a number of rich, realworld domains, such as robot navigation across varying terrain. We describe a reinfor...
Emma Brunskill, Bethany R. Leffler, Lihong Li, Mic...