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arxiv: 1710.04582 · v1 · pith:MANL5742new · submitted 2017-10-12 · 💻 cs.LG · cs.AI· stat.ML

Is Epicurus the father of Reinforcement Learning?

classification 💻 cs.LG cs.AIstat.ML
keywords learningreinforcementdiscussepicureanepicurusfunctionobjectiveviews
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The Epicurean Philosophy is commonly thought as simplistic and hedonistic. Here I discuss how this is a misconception and explore its link to Reinforcement Learning. Based on the letters of Epicurus, I construct an objective function for hedonism which turns out to be equivalent of the Reinforcement Learning objective function when omitting the discount factor. I then discuss how Plato and Aristotle 's views that can be also loosely linked to Reinforcement Learning, as well as their weaknesses in relationship to it. Finally, I emphasise the close affinity of the Epicurean views and the Bellman equation.

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