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On BatchNorm Forward Modes in Value-Based Reinforcement Learning

Palenicek, Daniel et al.
arXiv (All) · Papers
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Batch normalization (BN) substantially improves sample efficiency in continuous-control actor-critic methods such as CrossQ, yet recent studies report performance degradation in discrete-action value learning on Atari. These failures are surprising because discrete Q-networks lack the action-input d
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