Self‐regulating action exploration in reinforcement learning

The basic tenet of a learning process is for an agent to learn for only as much and as long as it is necessary. With reinforcement learning, the learning process is divided between exploration and exploitation. Given the complexity of the problem domain and the randomness of the learning process, th...

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Bibliographic Details
Main Authors: TENG, Teck-Hou, TAN, Ah-hwee, TAN, Yuan-Sin
Format: text
Language:English
Published: Institutional Knowledge at Singapore Management University 2012
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Online Access:https://ink.library.smu.edu.sg/sis_research/5239
https://ink.library.smu.edu.sg/context/sis_research/article/6242/viewcontent/82448677.pdf
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Institution: Singapore Management University
Language: English