Planning by Prioritized Sweeping with Small Backups

Learning to predict by the methods of temporal differences

Sutton, R. S. (1988) · 1988

Earlier work this paper cites.

Learning from delayed rewards

Original

Watkins, C. (1989) · 1989

Earlier work this paper cites.

Self-improving reactive agents based on reinforcement learning, planning and teaching

Lin, L.J. (1992) · 1992

Earlier work this paper cites.

Prioritized sweeping: Reinforcement learning with less data and less real time

Moore, A., Atkeson, C. (1993) · 1993

Cited alongside, same era.

Efficient learning and planning within the dyna framework

Peng, J., Williams, R. J. (1993) · 1993

Cited alongside, same era.

On step-size and bias in temporal-difference learning

Sutton, R. S., Singh, S. P. (1994) · 1994

Cited alongside, same era.

Reinforcement learning: A survey

Kaelbling, L. P., Littman, M. L., Moore, A. P. (1996) · 1996

Later among the works it cites.

Reinforcement Learning: An Introduction

Sutton, R. S., Barto, A. G. (1998) · 1998

Later among the works it cites.