alpha = 0.2
mu = 2
gtd = td.GTD(alpha=alpha, beta=mu * alpha, phi=phi)
gtd.name = r"GTD $\alpha$={} $\mu$={}".format(alpha, mu)
gtd.color = "r"
methods.append(gtd)
alpha, mu = 0.4, 0.5
gtd = td.GTD2(alpha=alpha, beta=mu * alpha, phi=phi)
gtd.name = r"GTD2 $\alpha$={} $\mu$={}".format(alpha, mu)
gtd.color = "orange"
methods.append(gtd)
alpha = td.RMalpha(0.03, .1)
lam = .0
td0 = td.LinearTDLambda(alpha=alpha, lam=lam, phi=phi, gamma=gamma)
td0.name = r"TD({}) $\alpha$={}".format(lam, alpha)
td0.color = "k"
methods.append(td0)
alpha = .004
lam = 1.
td0 = td.LinearTDLambda(alpha=alpha, lam=lam, phi=phi, gamma=gamma)
td0.name = r"TD({}) $\alpha$={}".format(lam, alpha)
td0.color = "k"
methods.append(td0)
lam = 1.
alpha = 0.004
mu = 0.0001
tdc = td.TDCLambda(alpha=alpha, mu=mu, lam=lam, phi=phi, gamma=gamma)
mu = 2.
gtd = td.GTD(alpha=alpha, beta=mu * alpha, phi=phi)
gtd.name = r"GTD $\alpha$={} $\mu$={}".format(alpha, mu)
gtd.color = "#6E086D"
methods.append(gtd)
alpha = .5
mu = 1.
gtd = td.GTD2(alpha=alpha, beta=mu * alpha, phi=phi)
gtd.name = r"GTD2 $\alpha$={} $\mu$={}".format(alpha, mu)
gtd.color = "#6E086D"
methods.append(gtd)
alpha = 0.2
lam = 1.
td0 = td.LinearTDLambda(alpha=alpha, lam=lam, phi=phi)
td0.name = r"TD({}) $\alpha$={}".format(lam, alpha)
methods.append(td0)
alpha = td.RMalpha(10., 0.5)
lam = 0.
td0 = td.LinearTDLambda(alpha=alpha, lam=lam, phi=phi)
td0.name = r"TD({}) $\alpha={}t^{{-{} }}$".format(lam, alpha.c, alpha.mu)
methods.append(td0)
alpha = td.DabneyAlpha()
lam = 0.
td0 = td.LinearTDLambda(alpha=alpha, lam=lam, phi=phi)
td0.name = r"TD({}) $\alpha$=aut.".format(lam)
methods.append(td0)