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Learning Rate-Free Reinforcement Learning: A Case for Model Selection with Non-Stationary Objectives
We present a model selection framework for Learning Rate-Free Reinforcement Learning that selects the optimal learning rate on the fly …
Aida Afshar, Aldo Pacchiano
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Learning Rate-Free Reinforcement Learning: A Case for Model Selection with Non-Stationary Objectives
A Reinforcement Learning Approach to Lightning Network Fee Policy
We employ Reinforcement Learning (RL) to learn a profitable fee policy in payment channel networks. This is a well-known problem in the Bitcoin Lightning Network (LN) with no effective solutions.
Kiana Asgari, Aida Afshar, Mojtaba Tefagh
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A Reinforcement Learning Approach to Lightning Network Fee Policy