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AIPS
2006
14 years 11 months ago
Predictive Planning for Supply Chain Management
Supply chains are ubiquitous in the manufacturing of many complex products. Traditionally, supply chains have been created through the intricate interactions of human representati...
David Pardoe, Peter Stone
ICTAI
2003
IEEE
15 years 3 months ago
Deployment and Dynamic Reconfiguration Planning for Distributed Software Systems
Initial deployment and subsequent dynamic reconfiguration of a software system is difficult because of the interplay of many interdependent factors, including cost, time, applicat...
Naveed Arshad, Dennis Heimbigner, Alexander L. Wol...
AI
2011
Springer
14 years 1 months ago
Learning Dialogue POMDP Models from Data
In this paper, we learn the components of dialogue POMDP models from data. In particular, we learn the states, observations, as well as transition and observation functions based o...
Hamid R. Chinaei, Brahim Chaib-draa
AAAI
2010
14 years 11 months ago
Integrating Sample-Based Planning and Model-Based Reinforcement Learning
Recent advancements in model-based reinforcement learning have shown that the dynamics of many structured domains (e.g. DBNs) can be learned with tractable sample complexity, desp...
Thomas J. Walsh, Sergiu Goschin, Michael L. Littma...
IJIS
2000
75views more  IJIS 2000»
14 years 9 months ago
Relating decision under uncertainty and multicriteria decision making models
This short overview paper points out the striking similarity between decision under uncertainty and multicriteria decision making problems, two areas which have been developed in ...
Didier Dubois, Michel Grabisch, François Mo...