struct FixedPolicy <: BanditPolicy
    a::Int64
end

function choose(x::Vector{Float64}, policy::FixedPolicy)
    return policy.a
end

function update!(pol::FixedPolicy, x::Vector{Float64}, a::Int64, r::Float64)
    nothing
end