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Online Learning Schemes for Power Allocation in Energy Harvesting Communications
In this problem, the transmitter has to choose the transmit power based on the amount of stored energy in its battery with the goal of maximizing the average rate obtained over time.
Stochastic Contextual Bandits with Known Reward Functions
Motivated by networking applications, we analyze a setting where the reward is a known non-linear function of the context and the chosen arm's current state.
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