138 search results - page 6 / 28 » Dynamic Programming for Structured Continuous Markov Decisio... |
122
Voted
IJCAI
2007
15 years 2 months ago
2007
Dynamic programming algorithms provide a basic tool identifying optimal solutions in Markov Decision Processes (MDP). The paper develops a representation for decision diagrams sui...
108
Voted
IJCAI
2001
15 years 2 months ago
2001
We present a dynamic programming approach for the solution of first-order Markov decisions processes. This technique uses an MDP whose dynamics is represented in a variant of the ...
107
Voted
JAIR
2006
15 years 1 months ago
2006
Efficient representations and solutions for large decision problems with continuous and discrete variables are among the most important challenges faced by the designers of automa...
108
Voted
AAAI
1997
15 years 2 months ago
1997
Markov Decision Processes (MDPs), currently a popular method for modeling and solving decision theoretic planning problems, are limited by the Markovian assumption: rewards and dy...
109
Voted
AAAI
2007
15 years 3 months ago
2007
My research focus is on using continuous state partially observable Markov decision processes (POMDPs) to perform object manipulation tasks using a robotic arm. During object mani...