Abstract: A system for generating objective assessment criteria of social skills, comprising a speech to text system receiving audio data and converting the audio data into text data for a first speaker and a second speaker, a dialog management system processing text data for the first speaker and text data for the second speaker generating a strategic attention score for the first speaker based on responsiveness of the text data of the first speaker to text data of the second speaker, and a response verification system generating a user control for the strategic attention score and receiving feedback data from the second speaker to accept or modify the strategic attention score.

Abstract: A system for controlling multicomputer interaction with deep learning is disclosed that includes a controller system that is configured to generate one or more first user-controllable avatars on an interaction field, where the first avatars include movement controls and prompt functionality that is controllable by a first user to cause the first avatar to generate a prompt. A client system is configured to generate a second user-controllable avatar on the interaction field, where the second avatar includes movement controls and response functionality that is controllable by a second user to cause the second avatar to generate a response to the prompt. A deep learning processing system is configured to receive the prompt and the response and to process the prompt and the response to generate a score and to assign the score to one of two or more categories associated with the second user.