656 search results - page 19 / 132 » Complexity of finite-horizon Markov decision process problem... |
143
Voted
AAAI
2012
13 years 4 months ago
2012
Markov decision processes (MDPs) are an established framework for solving sequential decision-making problems under uncertainty. In this work, we propose a new method for batchmod...
106
Voted
AI
2006
Springer
15 years 5 months ago
2006
Springer
We are interested in contributing to solving effectively a particular type of real-time stochastic resource allocation problem. Firstly, one distinction is that certain tasks may c...
147
Voted
ACL
2010
14 years 12 months ago
2010
Open-ended spoken interactions are typically characterised by both structural complexity and high levels of uncertainty, making dialogue management in such settings a particularly...
119
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HICSS
2005
IEEE
15 years 7 months ago
2005
IEEE
Decision making processes and systems to support the same have focused for the most part on narrow disciplines, paradigms, perspectives, and pre-determined processes. Apart from t...
114
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JAIR
2008
15 years 1 months ago
2008
Multi-agent planning in stochastic environments can be framed formally as a decentralized Markov decision problem. Many real-life distributed problems that arise in manufacturing,...