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Question

Pomdp - What is the difference between RL and POMDP?

Answer

A belief about the present state (such as a distribution over x-y locations) is all that is contained in each belief-state in POMDPs. Be that as it may, in Bayesian RL, every belief-state comprises a state and a belief on the unknown parameters of the transition dynamics, similar to a Beta distribution over θ.