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» On the Complexity of Domain-Independent Planning
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ML
2002
ACM
143views Machine Learning» more  ML 2002»
13 years 7 months ago
A Sparse Sampling Algorithm for Near-Optimal Planning in Large Markov Decision Processes
An issue that is critical for the application of Markov decision processes MDPs to realistic problems is how the complexity of planning scales with the size of the MDP. In stochas...
Michael J. Kearns, Yishay Mansour, Andrew Y. Ng
CNSM
2010
13 years 2 months ago
Capacity planning and power management to exploit sustainable energy
This paper describes an approach for designing a power management plan that matches the supply of power with the demand for power in data centers. Power may come from the grid, fro...
Daniel Gmach, Jerry Rolia, Cullen Bash, Yuan Chen,...
ISQED
2009
IEEE
94views Hardware» more  ISQED 2009»
14 years 2 months ago
Simultaneous buffer and interlayer via planning for 3D floorplanning
As technology advances, the interconnect delay among modules plays dominant role in chip performance. Buffer insertion, as a traditional approach to reduce wire delay in 2D ICs, i...
Xu He, Sheqin Dong, Yuchun Ma, Xianlong Hong
ICRA
2009
IEEE
161views Robotics» more  ICRA 2009»
14 years 2 months ago
Multi-vehicle path planning in dynamically changing environments
— In this paper, we propose a path planning method for nonholonomic multi-vehicle system in presence of moving obstacles. The objective is to find multiple fixed length paths f...
Ali Ahmadzadeh, Nader Motee, Ali Jadbabaie, George...
ICRA
2008
IEEE
140views Robotics» more  ICRA 2008»
14 years 2 months ago
An optimization approach to planning for mobile manipulation
— We present an optimization-based approach to grasping and path planning for mobile manipulators. We focus on pick-and-place operations, where a given object must be moved from ...
Dmitry Berenson, James Kuffner, Howie Choset