Universal Reinforcement Learning

Vivek F. Farias, Ciamac C. Moallemi, Tsachy Weissman +1

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 o…