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20222026
most citedElastic Step DQN: A novel multi-step algorithm to alleviate overestimation in Deep QNetworks

2 citations · 2 across the 3 of their papers we have counts for

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cs.LG2026

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

Adrian Ly, Richard Dazeley, Peter Vamplew +2

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, improv…