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Temporal Difference Learning, Sutton 1988 Demo

Source code for demonstrating temporal difference learning (i.e. TD(\lambda)) from Sutton 1988.

For details, see: Sutton, Richard S. "Learning to predict by the methods of temporal differences." Machine learning 3.1 (1988): 9-44.

Compile and run

mvn clean install
java -jar target/td-learning-0.0.1-jar-with-dependencies.jar

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Demonstration of temporal difference learning on a simple random walk from Sutton 1988.

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