Reinforcement Learning with Discrete Diffusion Policies for Combinatorial Action Spaces

Haitong Ma, Ofir Nabati, Aviv Rosenberg +7

Reinforcement learning (RL) struggles to scale to large, combinatorial action spaces common in many real-world problems. This paper introduces a novel framework for training discre…