Soar-RL: integrating reinforcement learning with Soar

Reinforcement Learning: An Introduction

IEEE Transactions on Neural Networks · 2005 · 25.8K citations

Computing, Behavioral Sciences, Computer Science +12

Unified theories of cognition

Choice Reviews Online · 1991 · 4.3K citations

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Between MDPs and semi-MDPs: A framework for temporal abstraction in reinforcement learning

Richard S. Sutton, Doina Precup, Satinder Singh · Artificial Intelligence · 1999 · 3.1K citations

Business, Mathematics, Machine Learning +15

On-line Q-learning Using Connectionist Systems

G. A. Rummery · 1994 · 1.5K citations

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Hierarchical Reinforcement Learning with the MAXQ Value Function Decomposition

Tom Dietterich · Journal of Artificial Intelligence Research · 2000 · 1.4K citations · Full text

Business, Decision Sciences, Knowledge Representation +12