Fetching the paper…
Reading the bibliography…
In this paper, we introduce a method for adapting the step-sizes of temporal difference (TD) learning.
Adapting bias by gradient descent: An incremental version of delta-bar-delta
Sutton, R. S. (1992) · 1992
Earlier work this paper cites.
Temporal-difference methods and markov models
Barnard, E. (1993) · 1993
Earlier work this paper cites.
Reinforcement learning: An introduction
Sutton, R. S. and Barto, A. G. (1998) · 1998
Earlier work this paper cites.
Local gain adaptation in stochastic gradient descent
Schraudolph, N. N. (1999) · 1999
Earlier work this paper cites.
Temporal difference updating without a learning rate
Hutter, M., Legg, S., et al. (2007) · 2007
Earlier work this paper cites.
Horde: A scalable real-time architecture for learning knowledge from unsupervised sensorimotor interaction
Sutton, R. S., Modayil, J., Delp, M., Degris, T., Pilarski, P. M., White, A., and Precup, D. (2011) · 2011
Cited alongside, same era.
Adaptive step-size for online temporal difference learning
Dabney, W. and Barto, A. G. (2012) · 2012
Cited alongside, same era.
Tuning-free step-size adaptation
Mahmood, A. R., Sutton, R. S., Degris, T., and Pilarski, P. M. (2012) · 2012
Cited alongside, same era.
Lecture 6.5-rmsprop: Divide the gradient by a running average of its recent magnitude
Tieleman, T. and Hinton, G. (2012) · 2012
Cited alongside, same era.
Adaptive step-sizes for reinforcement learning
Dabney, W. (2014) · 2014
Later among the works it cites.
A collaborative approach to the simultaneous multi-joint control of a prosthetic arm
Sherstan, C., Modayil, J., and Pilarski, P. M. (2015) · 2015
Later among the works it cites.
Application of real-time machine learning to myoelectric prosthesis control: A case series in adaptive switching
Edwards, A. L., Dawson, M. R., Hebert, J. S., Sherstan, C., Sutton, R. S., Chan, K. M., and Pilarski, P. M. (2016) · 2016
Later among the works it cites.
True online temporal-difference learning
van Seijen, H., Mahmood, A. R., Pilarski, P. M., Machado, M. C., and Sutton, R. S. (2016) · 2016
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…