Hi and welcome to my webpage!

I'm a researcher who designs machine learning algorithms that learn from human interaction.

My research currently focuses on large (visual) language models to improve communication and decision-making in scenarios where humans and machines need to work together, particularly in defense applications.

How AI will shape future military operations:

• [Link] [Preprint] COA-GPT: Generative Pre-Trained Transformers for Accelerated Course of Action Development in Military Operations
• [Link] [Preprint] Scalable Interactive Machine Learning for Future Command and Control
• [Link] [Preprint] Re-Envisioning Command and Control
• [Link] [Preprint] On Games and Simulators as a Platform for Development of Artificial Intelligence for Command and Control

Improving AI with Human Interaction:

• [Link] [Preprint] Integrating Behavior Cloning and Reinforcement Learning for Improved Performance in Dense and Sparse Reward Environments
• [Link] [Preprint] Efficiently Combining Human Demonstrations and Interventions for Safe Training of Autonomous Systems in Real Time
• [Link] Cycle-of-Learning for Autonomous Systems from Human Interaction

Feel free to reach out via email. Thanks for stopping by!