Neuro-symbolic Action Masking for Deep Reinforcement Learning

Shuai Han, Mehdi Dastani, Shihan Wang

Deep reinforcement learning (DRL) may explore infeasible actions during training and execution. Existing approaches assume a symbol grounding function that maps high-dimensional st…