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TOOL · CL_66117 · Jun 2 · 04:00

New research quantifies noise in REINFORCE policy-gradient estimators

Researchers have analyzed the noise-to-signal ratio (NSR) in REINFORCE policy-gradient estimators, a key component in reinforcement learning. They found that the NSR can increase significantly as a policy approaches an …