656 search results - page 96 / 132 » Complexity of finite-horizon Markov decision process problem... |
IJAR
2006
15 years 1 months ago
2006
Although influence diagrams are powerful tools for representing and solving complex decisionmaking problems, their evaluation may require an enormous computational effort and this...
109
click to vote
ATAL
2005
Springer
15 years 7 months ago
2005
Springer
A survivable agent system depends on the incorporation of many recovery features. However, the optimal use of these features requires the ability to assess the actual state of the...
IJCAI
2003
15 years 3 months ago
2003
Coreference analysis, also known as record linkage or identity uncertainty, is a difficult and important problem in natural language processing, databases, citation matching and ...
134
click to vote
WSC
2001
15 years 3 months ago
2001
The use of simulation in healthcare area is not widely spread when compared with other areas. This paper suggests that traditional approaches to modeling may not fully utilize sim...
94
Voted
ATAL
2009
Springer
15 years 8 months ago
2009
Springer
Reinforcement learning algorithms that use eligibility traces, such as Sarsa(λ), have been empirically shown to be effective in learning good estimated-state-based policies in pa...