Table 6:

Parametric value estimates for V-learning applied to type 1 diabetes data.

Action space	Basis	γ = 0.7	γ = 0.8	γ = 0.9
Binary	Linear	−6.20	−9.35	−15.99
	Polynomial	−3.91	−9.03	−17.50
	Gaussian	−3.44	−13.09	−25.52
Multiple	Linear	−6.47	−9.92	−0.49
	Polynomial	−2.44	−6.80	−14.48
	Gaussian	−8.45	−3.58	−21.18
Observational policy		−6.77	−11.28	−21.79