Single or Multiple Policies for Phase-Structured Reinforcement Learning?

Guilhem Loussouarn, Nancy Nayak, Kin K. Leung

Many reinforcement-learning (RL) problems are non-stationary yet structured and can be decomposed into phases, each with its own transition probabilities and reward functions. When…