Hierarchical Soft Actor-Critic: Adversarial Exploration via Mutual Information Optimization

Ari Azarafrooz, John Brock

We describe a novel extension of soft actor-critics for hierarchical Deep Q-Networks (HDQN) architectures using mutual information metric. The proposed extension provides a suitabl…