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IEAAIE
2001
Springer

On the Relationship between Learning Capability and the Boltzmann-Formula

9 years 1 months ago
On the Relationship between Learning Capability and the Boltzmann-Formula
In this paper a combined use of reinforcement learning and simulated annealing is treated. Most of the simulated annealing methods suggest using heuristic temperature bounds as the basis of annealing. Here a theoretically established approach tailored to reinforcement learning following Softmax action selection policy will be shown. An application example of agent-based routing will also be illustrated.
Péter Stefán, Laszlo Monostori
Added 30 Jul 2010
Updated 30 Jul 2010
Type Conference
Year 2001
Where IEAAIE
Authors Péter Stefán, Laszlo Monostori
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