1d ago

Poolside's Laguna training report details a REINFORCE-style agent framework, prompting technical analysis of classical variance reduction

Ethan Smith suggested using learned environment models for training.

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There is a wealth of variance reduction literature, control variants, approximate/surogate gradients through a learned model of environment, that I’ve been waiting to see if it makes its way into modern RL, like REBAR, RELAX, “backpropagation through the void”

9:55 PM · May 27, 2026 View on X