BraVE: Offline Reinforcement Learning for Discrete Combinatorial Action Spaces

Matthew Landers, Taylor W. Killian, Hugo Barnes +2

Offline reinforcement learning in high-dimensional, discrete action spaces is challenging due to the exponential scaling of the joint action space with the number of sub-actions an…