def policy_fn(name, ob_space, ac_space, reuse=False): return mlp_policy.MlpPolicy(name=name, ob_space=ob_space, ac_space=ac_space, reuse=reuse, hid_size=args.policy_hidden_size, num_hid_layers=args.num_layers)
def policy_fn(name, ob_space, ac_space): return mlp_policy.MlpPolicy(name=name, ob_space=ob_space, ac_space=ac_space, hid_size=64, num_hid_layers=2, num_options=num_options, dc=dc)
def policy_fn(name, ob_space, ac_space): return mlp_policy.MlpPolicy(name=name, ob_space=ob_space, ac_space=ac_space, hid_size=128, num_hid_layers=3)