Tensorflow RNN weight matrices initialization

How to initialize weight matrices for RNN? I believe people are using random normal initialization for weight matrices for RNN. Check out the example in TensorFlow GitHub Repo. As the notebook is a bit long, they have a simple LSTM model where they use tf.truncated_normal to initialize weights and tf.zeros to initialize biases (although I have tried using tf.ones to initialize biases before, seem