garage.tf.baselines.gaussian_mlp_baseline module¶

A value function (baseline) based on a GaussianMLP model.

class GaussianMLPBaseline(env_spec, subsample_factor=1.0, num_seq_inputs=1, regressor_args=None, name='GaussianMLPBaseline')[source]¶

Bases: garage.np.baselines.base.Baseline

A value function using Gaussian MLP network.

fit(paths)[source]¶: Fit regressor based on paths.

get_param_values(**tags)[source]¶: Get parameter values.

get_params_internal(**tags)[source]¶: Get internal parameters.

predict(path)[source]¶: Predict value based on paths.

set_param_values(flattened_params, **tags)[source]¶: Set parameter values to val.