Yllka Velaj

Understanding and Improving Hyperbolic Deep Reinforcement Learning

The performance of reinforcement learning (RL) agents depends critically on the quality of the underlying feature representations. Hyperbolic feature spaces are well-suited for this purpose, as they naturally capture hierarchical and relational structure often present in complex RL environments. How…