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Understanding and Improving Hyperbolic Deep Reinforcement Learning

Intermediate

Timo Klein, Thomas Lang et al.Dec 16arXiv

Reinforcement learning agents often see the world in straight, flat space (Euclidean), but many decision problems look more like branching trees that fit curved, hyperbolic space better.

#hyperbolic reinforcement learning#Hyperboloid#Poincaré Ball

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Understanding and Improving Hyperbolic Deep Reinforcement Learning