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Hadamard Representation: Scaffolding Performance Across Model-free RL

Hadamard Representation replaces hidden layers with element-wise products of two layers, reducing neuron dormancy and increasing effective rank to consistently improve model-free RL performance.

Jacob Eeuwe Kooi, Zhao Yang, Mark Hoogendoorn, Vincent Francois-Lavet

Sydney Poster Session 2, Tue, Dec 8, 5:00 PM–8:00 PM, Hall 1-4 · Published 2026

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AI panel: 13 of 20 reviewers recommend it
lenient 4/5
medium 8/10
strict 1/5