Make all POMDPTools distributions into Distributions.jl distributions

JuliaPOMDP / POMDPs.jl

MDPs and POMDPs in Julia - An interface for defining, solving, and simulating fully and partially observable Markov decision processes on discrete and continuous spaces.

http://juliapomdp.github.io/POMDPs.jl/latest/

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Make all POMDPTools distributions into Distributions.jl distributions #490

Open zsunberg opened 1 year ago

zsunberg commented 1 year ago

In #473 we decided it would make sense to make all distributions into Distributions.jl distributions. @WhiffleFish volunteered to do this - just making it an official issue. @WhiffleFish , when do you think you can have it done by?

zsunberg commented 1 year ago

I started implementing this, but it is quite unsatisfying. Distributions.jl is very focused on numerical distributions, for example, rand actually falls back to quantile in many cases and has a rigid parameter-centric type hierarchy. See also comments in #473