Macro Action Reinforcement Learning with Sequence Disentanglement using Variational Autoencoder

Heecheol Kim, Masanori Yamada, Kosuke Miyoshi +1

One problem in the application of reinforcement learning to real-world problems is the curse of dimensionality on the action space. Macro actions, a sequence of primitive actions,…