Policy entropy bonus mathematical notation

Policy entropy bonus is a recurring research-paper notation family. Rewards a policy for retaining action-distribution uncertainty, counteracting premature collapse to deterministic choices.

Policy entropy bonus: Rewards a policy for retaining action-distribution uncertainty, counteracting premature collapse to deterministic choices. Example: Trade expected return against keeping multiple actions plausible.