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13 Feb 2023: servable Markov Decision Process (POMDP) Astrom (1965); Sondik (1971). POMDPsuse a belief function b(x). ... The principle difference is the physical statex is exchanged for a belief b.

13 Feb 2023: λ,ν) = {(a 1), (b 1)}, η(θ) = ln θ, f(λ,ν) = ln(. ... Γ(a b). Γ(a)Γ(b). )B(θ) = log(1 θ), or A(η) = log(1 exp(η)) (in canonical form).

13 Feb 2023: For fixed t T , {b(t, )} is a collection of randomvariables (Åström, 2006). ... The colored dashed lines represent three sample functions from the GP priorand the GP posterior, Panel (a) and Panel (b), respectively.

13 Feb 2023: yi N(axi b,σ2). (1.3). The parameters are now θ = {a,b,σ2}. ... ratu. re (. C). (b) Power Supply Temperature. 0 1 2 3 4 5 6.