Action Assembly: Sparse Imitation Learning for Text Based Games with Combinatorial Action Spaces

Chen Tessler, Tom Zahavy, Deborah Cohen +2

We propose a computationally efficient algorithm that combines compressed sensing with imitation learning to solve text-based games with combinatorial action spaces. Specifically,…