Q-learning

Learning from delayed rewards

1989 • 5,606 citations

Applied Dynamic Programming

1962 • 1,878 citations

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

1992 • 1,515 citations

Stochastic Approximation Methods for Constrained and Unconstrained Systems

1978 • 1,483 citations

Introduction to Stochastic Dynamic Programming.

1986 • 1,200 citations

Temporal credit assignment in reinforcement learning

1984 • 746 citations

Proceedings of the 1988 Connectionist Models Summer School

1989 • 603 citations

Proceedings of the seventh international conference (1990) on Machine learning

1990 • 139 citations

Learning control of finite Markov chains with an explicit trade-off between estimation and control

1988 • 33 citations