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Finite-Time Error Analysis of Soft Q-Learning: Switching System Approach
We hope that our analysis will deepen the current understanding of soft Q-learning by establishing connections with switching system models and may even pave the way for new frameworks in the finite-time analysis of other reinforcement learning algorithms.
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