129 search results - page 25 / 26 » Automatic Recovery Using Bounded Partially Observable Markov... |
74
Voted
ICRA
2008
IEEE
15 years 4 months ago
2008
IEEE
— Target tracking has two variants that are often studied independently with different approaches: target searching requires a robot to find a target initially not visible, and ...
81
Voted
AAAI
2006
14 years 11 months ago
2006
We present a new algorithm, called incremental least squares policy iteration (ILSPI), for finding the infinite-horizon stationary policy for partially observable Markov decision ...
110
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ICML
2007
IEEE
15 years 11 months ago
2007
IEEE
We consider the problem of multi-task reinforcement learning, where the agent needs to solve a sequence of Markov Decision Processes (MDPs) chosen randomly from a fixed but unknow...
104
Voted
IFM
2010
Springer
14 years 8 months ago
2010
Springer
Abstract. The automata-based model checking approach for randomized distributed systems relies on an operational interleaving semantics of the system by means of a Markov decision ...
97
Voted
DEXA
2003
Springer
15 years 3 months ago
2003
Springer
Abstract. Data mining, which aims at extracting interesting information from large collections of data, has been widely used as an effective decision making tool. Mining the datas...