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Reinforcement Learning: An Introduction

JOURNAL ARTICLE published September 1998 in IEEE Transactions on Neural Networks

Authors: R.S. Sutton | A.G. Barto

https://doi.org/10.1109/tnn.1998.712192 Actions

Reinforcement learning in the real world

PROCEEDINGS ARTICLE published in 2004 IEEE International Joint Conference on Neural Networks (IEEE Cat. No.04CH37541)

Authors: A.G. Barto

https://doi.org/10.1109/ijcnn.2004.1380847 Actions

Shaping as a method for accelerating reinforcement learning

PROCEEDINGS ARTICLE published in Proceedings of the 1992 IEEE International Symposium on Intelligent Control

Authors: V. Gullapalli | A.G. Barto

https://doi.org/10.1109/isic.1992.225046 Actions

Intrinsically Motivated Reinforcement Learning: An Evolutionary Perspective

JOURNAL ARTICLE published June 2010 in IEEE Transactions on Autonomous Mental Development

Authors: Satinder Singh | Richard L. Lewis | Andrew G. Barto | Jonathan Sorg

https://doi.org/10.1109/tamd.2010.2051031 Actions

Neuronlike adaptive elements that can solve difficult learning control problems

JOURNAL ARTICLE published September 1983 in IEEE Transactions on Systems, Man, and Cybernetics

Authors: Andrew G. Barto | Richard S. Sutton | Charles W. Anderson

https://doi.org/10.1109/tsmc.1983.6313077 Actions

Advances in reinforcement learning and their implications for intelligent control

PROCEEDINGS ARTICLE published in Proceedings. 5th IEEE International Symposium on Intelligent Control 1990

Authors: S.D. Whitehead | R.S. Sutton | D.H. Ballard

https://doi.org/10.1109/isic.1990.128621 Actions

Network performance tuning using reinforcement learning

PROCEEDINGS ARTICLE published in IEEE GLOBECOM 1998 (Cat. NO. 98CH36250)

Authors: G. Prem Kumar | P. Venkataram

https://doi.org/10.1109/glocom.1998.776900 Actions

Reinforcement Learning: An Introduction

JOURNAL ARTICLE published January 2005 in IEEE Transactions on Neural Networks

https://doi.org/10.1109/tnn.2004.842673 Actions

Competence progress intrinsic motivation

PROCEEDINGS ARTICLE published August 2010 in 2010 IEEE 9th International Conference on Development and Learning

Authors: Andrew Stout | Andrew G. Barto

https://doi.org/10.1109/devlrn.2010.5578835 Actions

Learning reactive admittance control

PROCEEDINGS ARTICLE published in Proceedings 1992 IEEE International Conference on Robotics and Automation

Authors: V. Gullapalli | R.A. Grupen | A.G. Barto

https://doi.org/10.1109/robot.1992.220143 Actions

A Gentle Introduction to Reinforcement Learning and its Application in Different Fields

JOURNAL ARTICLE published 2020 in IEEE Access

Authors: Muddasar Naeem | Syed Tahir Hussain Rizvi | Antonio Coronato

https://doi.org/10.1109/access.2020.3038605 Actions

Adaptive fuzzy command acquisition with reinforcement learning

JOURNAL ARTICLE published 1998 in IEEE Transactions on Fuzzy Systems

https://doi.org/10.1109/91.660811 Actions

Online human training of a myoelectric prosthesis controller via actor-critic reinforcement learning

PROCEEDINGS ARTICLE published June 2011 in 2011 IEEE International Conference on Rehabilitation Robotics

Authors: P. M. Pilarski | M. R. Dawson | T. Degris | F. Fahimi | J. P. Carey | R. S. Sutton

https://doi.org/10.1109/icorr.2011.5975338 Actions

Application of reinforcement learning to dexterous robot control

PROCEEDINGS ARTICLE published 1998 in Proceedings of the 1998 American Control Conference. ACC (IEEE Cat. No.98CH36207)

Authors: I.O. Bucak | M.A. Zohdy

https://doi.org/10.1109/acc.1998.707055 Actions

Sensorimotor abstraction selection for efficient, autonomous robot skill acquisition

PROCEEDINGS ARTICLE published August 2008 in 2008 7th IEEE International Conference on Development and Learning

Authors: George Konidaris | Andrew Barto

https://doi.org/10.1109/devlrn.2008.4640821 Actions

Looking Back on the Actor–Critic Architecture

JOURNAL ARTICLE published January 2021 in IEEE Transactions on Systems, Man, and Cybernetics: Systems

Authors: Andrew G. Barto | Richard S. Sutton | Charles W. Anderson

https://doi.org/10.1109/tsmc.2020.3041775 Actions

Real-World Projectile Catching with Reinforcement Learning: Empirical Analysis using Discretized Simulations

PROCEEDINGS ARTICLE published 5 October 2018 in 2018 IEEE MIT Undergraduate Research Technology Conference (URTC)

Authors: Bryon Kucharski | Adam Ziel | Michael Hickey | Collin Travers

https://doi.org/10.1109/urtc45901.2018.9244779 Actions

Learning dynamic arm motions for postural recovery

PROCEEDINGS ARTICLE published October 2011 in 2011 11th IEEE-RAS International Conference on Humanoid Robots

Authors: Scott Kuindersma | Roderic Grupen | Andrew Barto

https://doi.org/10.1109/humanoids.2011.6100881 Actions

Motor primitive discovery

PROCEEDINGS ARTICLE published November 2012 in 2012 IEEE International Conference on Development and Learning and Epigenetic Robotics (ICDL)

Authors: Philip S. Thomas | Andrew G. Barto

https://doi.org/10.1109/devlrn.2012.6400845 Actions

Genetic reinforcement learning approach to the heterogeneous machine scheduling problem

JOURNAL ARTICLE published 1998 in IEEE Transactions on Robotics and Automation

Authors: C.S.G. Lee

https://doi.org/10.1109/70.736772 Actions
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