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ICRA
2000
IEEE
93views Robotics» more  ICRA 2000»
15 years 6 months ago
Scheduling and Coordination in Manufacturing Enterprise Automation
Manufacturing enterprise automation was focused on factory level where scheduling is a key issue in the past. As more and more companies are relying on their business parmers or s...
Haoxun Chen, Peter B. Luh
ATAL
2007
Springer
15 years 8 months ago
Graphical models for online solutions to interactive POMDPs
We develop a new graphical representation for interactive partially observable Markov decision processes (I-POMDPs) that is significantly more transparent and semantically clear t...
Prashant Doshi, Yifeng Zeng, Qiongyu Chen
IAT
2005
IEEE
15 years 7 months ago
Decomposing Large-Scale POMDP Via Belief State Analysis
Partially observable Markov decision process (POMDP) is commonly used to model a stochastic environment with unobservable states for supporting optimal decision making. Computing ...
Xin Li, William K. Cheung, Jiming Liu
ISCC
2000
IEEE
104views Communications» more  ISCC 2000»
15 years 6 months ago
Dynamic Routing and Wavelength Assignment Using First Policy Iteration
With standard assumptions the routing and wavelength assignment problem (RWA) can be viewed as a Markov Decision Process (MDP). The problem, however, defies an exact solution bec...
Esa Hyytiä, Jorma T. Virtamo
AAAI
2007
15 years 4 months ago
Scaling Up: Solving POMDPs through Value Based Clustering
Partially Observable Markov Decision Processes (POMDPs) provide an appropriately rich model for agents operating under partial knowledge of the environment. Since finding an opti...
Yan Virin, Guy Shani, Solomon Eyal Shimony, Ronen ...