Understanding and Improving Hyperbolic Deep Reinforcement Learning

Timo Klein, Thomas Lang, Andrii Shkabrii +6

The exponential volume growth of hyperbolic geometry can embed the hierarchical relationships between states in reinforcement learning (RL) with far less distortion than Euclidean…