Publication Date:
2021
abstract:
Digital Scenario Framework is a trial to study the cooperation between human and artificial intelligence (AI) applied to a generic digital scenario. A digital scenario can be defined as a computer simulation of a proposed context and series of events.
A main objective is educational: the introduction to reinforcement learning (RL), providing a tool to experiment and understand the behavior of RL algorithms according to the variation of their parameters.
Another objective is to give the right cue to understand the need of human intervention in design and configuration of machine learning, trying to explain on what terms a machine "learns alone".
Further developments could be both the evolution of this prototype and the inspiration for other projects.
Iris type:
05.11 Software
Keywords:
AI; RL; digital-scenario; experience; machine-learning; human-machine-interaction; cyber-system
List of contributors: