656 search results - page 33 / 132 » Complexity of finite-horizon Markov decision process problem... |
116
Voted
CAINE
2003
15 years 3 months ago
2003
The Partially Observable Markov Decision Process (POMDP) model is explored for high level decision making for Unmanned Air Vehicles (UAVs). The type of UAV modeled is a flying mun...
AAAI
2010
15 years 3 months ago
2010
Automatically constructing novel representations of tasks from analysis of state spaces is a longstanding fundamental challenge in AI. I review recent progress on this problem for...
92
Voted
CORR
2010
Springer
15 years 2 months ago
2010
Springer
Markov decision processes (MDPs) are widely used for modeling decision-making problems in robotics, automated control, and economics. Traditional MDPs assume that the decision mak...
129
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ENTCS
2006
15 years 1 months ago
2006
In the past, partial order reduction has been used successfully to combat the state explosion problem in the context of model checking for non-probabilistic systems. For both line...
127
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CCE
2004
15 years 1 months ago
2004
The algorithmic framework developed for improving heuristic solutions of the new version of deterministic TSP [Choi et al., 2002] is extended to the stochastic case. To verify the...