Self-adjusting reinforcement learning

Autor: Der, Ralf, Herrmann, Michael
Jazyk: angličtina
Rok vydání: 1996
Předmět:
Druh dokumentu: Text<br />Conference Material
Popis: We present a variant of the Q-learning algorithm with automatic control of the exploration rate by a competition scheme. The theoretical approach is accompanied by systematic simulations of a chaos control task. Finally, we give interpretations of the algorithm in the context of computational ecology and neural networks.
Databáze: Networked Digital Library of Theses & Dissertations