Trust your Agents: Mixed human-machine cooperation

Trust Your Agents is a research project conducted at DIAG in Sapienza University of Rome and focusing on enhancing human-machine cooperation. The project explores model-based, hierarchical, and communication-augmented reinforcement learning to improve interactions between humans and AI agents.

The project aims to:

•     Develop multi-agent reinforcement learning frameworks for effective human-AI collaboration.

•     Create hierarchical models for multi-level decision-making and communication.

•     Implement communication-augmented mechanisms for clearer human-machine interactions.

Trust Your Agents contributes to the field of AI and human-machine cooperation by addressing key challenges in reinforcement learning and communication between humans and AI agents. This research is relevant for various applications where efficient human-AI interaction is critical.

Funding

The project is funded by the Air Force Office of Scientific Research under grant number FA9550-21-S-0001.

Research Team

Involved Institutions