Description
Title | Intuitive Action Set Formation in Learning Classifier Systems with Memory Registers |
Abstract | An important design goal in Learning Classifier Systems (LCS) is to equally reinforce those classifiers which cause the level of reward supplied by the environment. In this paper, we propose a new method for action set formation in LCS. When applied to a Zeroth Level Classifier System with Memory registers (ZCSM), our method allows the distribution of rewards among classifiers which result in the same memory state, rather than those encoding the same memory update action. |
Other presentations by Martijn Schut
Date | Title |
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26 February 2007 | |
08 October 2007 | |
26 May 2008 | Intuitive Action Set Formation in Learning Classifier Systems with Memory Registers |
21 September 2009 | ON AGENT MODELLING AND SYSTEM SIMULATION OF SELF-ORGANISATION |
17 January 2011 | Self-Awareness in Autonomic Systems |