Q(${\gamma }_H$): Entropy-Guided Horizon Mixing in Multi-Discount Q-Learning

Arwa Albelaihi, Abdulrahman Altahhan

A fixed discount factor in Q-learning imposes a single planning horizon throughout training, despite the differing demands of early exploration and long-term credit assignment. We…