135 search results - page 7 / 27 » An online POMDP algorithm for complex multiagent environment... |
104
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ATAL
2007
Springer
15 years 5 months ago
2007
Springer
Temporal difference reinforcement learning algorithms are perfectly suited to autonomous agents because they learn directly from an agent’s experience based on sequential actio...
114
Voted
IJCGA
2010
14 years 10 months ago
2010
This paper is concerned with on-line problems where a mobile robot of size D has to achieve a task in an unknown planar environment whose geometry is acquired by the robot during ...
86
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ATAL
2005
Springer
15 years 5 months ago
2005
Springer
We present here Extended Markov Tracking (EMT), a computationally tractable method for the online estimation of Markovian system dynamics, along with experimental support for its ...
113
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CCGRID
2007
IEEE
15 years 3 months ago
2007
IEEE
We describe a hybrid linear programming (LP) and evolutionary algorithm (EA) based resource matcher suitable for heterogeneous grid environments. The hybrid matcher adopts the ite...
111
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ATAL
2007
Springer
15 years 5 months ago
2007
Springer
It is known that the complexity of the reinforcement learning algorithms, such as Q-learning, may be exponential in the number of environment’s states. It was shown, however, th...