Barry D. Nichols

Publication Activity (10 Years)

Years Active: 2012-2017
Publications (10 Years): 4

Top Topics

Reinforcement Learning

Function Approximators

Continuous Action

Action Selection

Top Venues

Expert Syst. J. Knowl. Eng.

University of Westminster, London, UK (PHD)

Education History

University of Westminster, London, UK

PHD

Publications

Barry D. Nichols
A comparison of eligibility trace and momentum on SARSA in continuous state-and action-space. CEEC (2017)
Dimitris C. Dracopoulos, Barry D. Nichols
Genetic programming for the minimum time swing up and balance control acrobot problem. Expert Syst. J. Knowl. Eng. 34 (5) (2017)
Barry D. Nichols
A comparison of action selection methods for implicit policy method reinforcement learning in continuous action-space. IJCNN (2016)
Barry D. Nichols
Continuous Action-Space Reinforcement Learning Methods Applied to the Minimum-Time Swing-Up of the Acrobot. SMC (2015)
Barry D. Nichols, Dimitris C. Dracopoulos
Application of Newton's Method to action selection in continuous state- and action-space reinforcement learning. ESANN (2014)
Dimitris C. Dracopoulos, Barry D. Nichols
Swing Up and Balance Control of the Acrobot Solved by Genetic Programming. SGAI Conf. (2012)