diff --git a/torchy_baselines/sac/policies.py b/torchy_baselines/sac/policies.py
index 58d5a99..9de90e6 100644
--- a/torchy_baselines/sac/policies.py
+++ b/torchy_baselines/sac/policies.py
@@ -76,7 +76,7 @@ class Actor(BaseNetwork):
                                                                             log_std_init=log_std_init)
             # Avoid saturation by limiting the mean of the gaussian to be in [-1, 1]
             # self.mu = nn.Sequential(self.mu, nn.Tanh())
-            self.mu = nn.Sequential(self.mu, nn.Hardtanh(min_val=-2.0, max_val=2.0))
+            # self.mu = nn.Sequential(self.mu, nn.Hardtanh(min_val=-2.0, max_val=2.0))
             # Small positive slope to have non-zero gradient
             self.mu = nn.Sequential(self.mu, LeakyClip())
         else: