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News/Memory Merge DQN: Sensitivity Weighted Target Updates for Stable Value Learning
arxiv
PublishedJuly 23, 2026 at 4:00 AM

Memory Merge DQN: Sensitivity Weighted Target Updates for Stable Value Learning

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arXiv:2607.19397v1 Announce Type: new Abstract: Deep Q-networks use target networks to stabilise bootstrapped value learning, but the standard hard copy update also introduces a tradeoff. Holding the target network fixed, improves short term stability, yet each hard update abruptly replaces the targ

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