Predictable Reinforcement Learning Dynamics through Entropy Rate Minimization

Daniel Jarne Ornia, Giannis Delimpaltadakis, Jens Kober +1

In Reinforcement Learning (RL), agents have no incentive to exhibit predictable behaviors, and are often pushed (through e.g. policy entropy regularisation) to randomise their acti…