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» Parametric POMDPs for planning in continuous state spaces
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ICRA
2010
IEEE
173views Robotics» more  ICRA 2010»
14 years 8 months ago
A skill-based motion planning framework for humanoids
— This paper presents a multi-skill motion planner which is able to sequentially synchronize parameterized motion skills in order to achieve humanoid motions exhibiting complex w...
Marcelo Kallmann, Yazhou Huang, Robert Backman
KI
2007
Springer
15 years 4 months ago
Options in Readylog Reloaded - Generating Decision-Theoretic Plan Libraries in Golog
Readylog is a logic-based agent programming language and combines many important features from other Golog dialects. One of the features of Readylog is to make use of decision-theo...
Lutz Böhnstedt, Alexander Ferrein, Gerhard La...
UAI
2004
14 years 11 months ago
Solving Factored MDPs with Continuous and Discrete Variables
Although many real-world stochastic planning problems are more naturally formulated by hybrid models with both discrete and continuous variables, current state-of-the-art methods ...
Carlos Guestrin, Milos Hauskrecht, Branislav Kveto...
JMLR
2006
124views more  JMLR 2006»
14 years 9 months ago
Policy Gradient in Continuous Time
Policy search is a method for approximately solving an optimal control problem by performing a parametric optimization search in a given class of parameterized policies. In order ...
Rémi Munos
ACG
2006
Springer
15 years 3 months ago
An Event-Based Pool Physics Simulator
A method to simulate the physics of the game of pool is presented. The method is based upon a parametrization of ball motion which allows the time of occurrence of events, such as...
Will Leckie, Michael A. Greenspan