Browsing MIT Open Access Articles by Subject "value iteration"

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    • Universal Reinforcement Learning 

      Farias, Vivek F.; Moallemi, Ciamac C.; Van Roy, Benjamin; Weissman, Tsachy (Institute of Electrical and Electronics Engineers, 2010-04)
      We consider an agent interacting with an unmodeled environment. At each time, the agent makes an observation, takes an action, and incurs a cost. Its actions can influence future observations and costs. The goal is to ...