Volume 84, Issue 1-2

July 2011

Special Issue on Empirical Evaluations in Reinforcement Learning; Guest Editors: Shimon Whiteson and Michael L. Littman

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8 articles in this issue

Introduction to the special issue on empirical evaluations in reinforcement learning
Shimon Whiteson
Michael L. Littman
Editorial Open access 03 June 2011 Pages: 1 - 6
On the analysis and design of software for reinforcement learning, with a survey of existing systems
Tim Kovacs
Robert Egginton
OriginalPaper 27 February 2011 Pages: 7 - 49
Empirical evaluation methods for multiobjective reinforcement learning algorithms
Peter Vamplew
Richard Dazeley
Evan Dekker
OriginalPaper 22 December 2010 Pages: 51 - 80
The first learning track of the international planning competition
Alan Fern
Roni Khardon
Prasad Tadepalli
OriginalPaper 31 January 2011 Pages: 81 - 107
Informing sequential clinical decision-making through reinforcement learning: an empirical study
Susan M. Shortreed
Eric Laber
Susan A. Murphy
OriginalPaper 22 December 2010 Pages: 109 - 136
Reinforcement learning in feedback control
Roland Hafner
Martin Riedmiller
OriginalPaper 27 February 2011 Pages: 137 - 169
Policy search for motor primitives in robotics
Jens Kober
Jan Peters
OriginalPaper 06 November 2010 Pages: 171 - 203
Characterizing reinforcement learning methods through parameterized learning problems
Shivaram Kalyanakrishnan
Peter Stone
OriginalPaper 03 June 2011 Pages: 205 - 247

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