Context Transfer in Reinforcement Learning Using Action-Value Functions

This paper discusses the notion of context transfer in reinforcement learning tasks. Context transfer, as defined in this paper, implies knowledge transfer between source and target tasks that share the same environment dynamics and reward function but have different states or action spaces. In othe...

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Bibliographic Details
Main Authors: Amin Mousavi, Babak Nadjar Araabi, Majid Nili Ahmadabadi
Format: Article
Language:English
Published: Hindawi Limited 2014-01-01
Series:Computational Intelligence and Neuroscience
Online Access:http://dx.doi.org/10.1155/2014/428567