Before revision:  The first innovation is the introduction of a new open-source MARL framework, called COGMENT, to unite humans and agents in real-time complex dynamic systems and efficiently leverage their interactions as a source of learning.
After revision:  The first innovation is the introduction of a new open-source MARL framework, called COGMENT, to efficiently leverage human and agent interactions as a source of learning.