The Multi-Armed Bandits (MAB) framework highlights the tension between acquiring new knowledge (Exploration) and leveraging available knowledge (Exploitation). In the classical MAB problem, a decision maker must choose an arm at each time step, upon which she receives a reward. The decision maker’s objective is to maximize her cumulative expected reward over the time horizon. The MAB problem ha...


 In response to legislative gridlock, Presidents have increasingly relied on policy made by administrative action, leading major swings occurring when the political party of presidency changes. These disputes spilled into third branch with a concomitant increase in legal challenges seeking judicial review such actions. At same time, since 1980s, both Republican and Democratic administrati...

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1 ) were arranged in a randomized complete block design, replicated three times. Regardless of the rate, N fertilization decreased bulb dry matter content by about 4% over the control. Pungency measured as pyruvate concentration improved with increase in the rate of N application and reached the highest value of 2.72 μmol ml -1 at a rate of 138 kg N ha -1 . Bulb storability study for eight week...