garage.tf.distributions.recurrent_categorical module

class RecurrentCategorical(dim, name='RecurrentCategorical')

Bases: garage.tf.distributions.base.Distribution

dim

dist_info_specs

entropy(dist_info)

entropy_sym(dist_info_vars, name=None)

kl(old_dist_info, new_dist_info)

Compute the KL divergence of two categorical distributions

kl_sym(old_dist_info_vars, new_dist_info_vars, name=None)

Compute the symbolic KL divergence of two categorical distributions

likelihood_ratio_sym(x_var, old_dist_info_vars, new_dist_info_vars, name=None)

log_likelihood(xs, dist_info)

log_likelihood_sym(xs, dist_info_vars, name=None)