Before revision:  Using DRLViz, experts are assisted to interpret  using memory reduction interactions, to investigate parts of the memory role when errors have been made , and ultimately to improve the agent training process.
After revision:  Using DRLViz, experts are assisted to interpret using memory reduction interactions, to investigate parts of the memory role when errors have been made (e.g. wrong direction).