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What is: Stochastic Dueling Network?

SourceSample Efficient Actor-Critic with Experience Replay
Year2000
Data SourceCC BY-SA - https://paperswithcode.com

A Stochastic Dueling Network, or SDN, is an architecture for learning a value function VV. The SDN learns both VV and QQ off-policy while maintaining consistency between the two estimates. At each time step it outputs a stochastic estimate of QQ and a deterministic estimate of VV.