Some Simulation Results for Emphatic Temporal-Difference Learning Algorithms
classification
💻 cs.LG
keywords
algorithmsemphaticlearningresultssimulationsometemporal-differenceanalysis
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This is a companion note to our recent study of the weak convergence properties of constrained emphatic temporal-difference learning (ETD) algorithms from a theoretic perspective. It supplements the latter analysis with simulation results and illustrates the behavior of some of the ETD algorithms using three example problems.
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