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Target Updates May Stabilize Linear Q-Learning: Periodic and Soft Dynamics

Donghwan Lee
Jun 3, 2026 at 04:00
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arXiv:2606.02645v1 Announce Type: cross Abstract: Periodic target updates in Q-learning and soft target updates in actor-critic methods are empirically well established stabilization mechanisms, but their precise theoretical explanation is still incomplete. This paper gives a rigorous and exact analysis of these mechanisms for Q-learning with...

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