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AAAI
2008
15 years 7 months ago
Towards Faster Planning with Continuous Resources in Stochastic Domains
Agents often have to construct plans that obey resource limits for continuous resources whose consumption can only be characterized by probability distributions. While Markov Deci...
Janusz Marecki, Milind Tambe
136
Voted
WSC
2008
15 years 7 months ago
Simulating order fulfillment and supply planning for a vertically aligned industry solution business
We model supply chain of an industry solution equipment manufacturer, where the merchandise is sold worldwide, but suppliers are mostly located in Asia. The preferred shipment of ...
Feng Cheng, Young M. Lee, Hongwei Ding, Wei Wang, ...
134
Voted
NIPS
2001
15 years 6 months ago
Multiagent Planning with Factored MDPs
We present a principled and efficient planning algorithm for cooperative multiagent dynamic systems. A striking feature of our method is that the coordination and communication be...
Carlos Guestrin, Daphne Koller, Ronald Parr
137
Voted
SPLC
2004
15 years 6 months ago
Generalized Release Planning for Product Line Architectures
This paper elaborates on the coordination and management of evolving software product-lines, where development teams work around a shared and reusable domain infrastructure. The tr...
Louis J. M. Taborda
AAAI
1998
15 years 6 months ago
An Integer Local Search Method with Application to Capacitated Production Planning
Production planning is an important task in manufacturing systems. We consider a real-world capacitated lot-sizing problem (CLSP) from the process industry. Because the problem re...
Joachim P. Walser, Ramesh Iyer, Narayan Venkatasub...