Module: tf_agents.networks.value_network

Sample Keras Value Network.

Implements a network that will generate the following layers:

[optional]: preprocessing_layers # preprocessing_layers [optional]: (Add | Concat(axis=-1) | ...) # preprocessing_combiner [optional]: Conv2D # conv_layer_params Flatten [optional]: Dense # fc_layer_params Dense -> 1 # Value output

Classes

class ValueNetwork: Feed Forward value network. Reduces to 1 value output per batch item.