Ufuk Topcu

Robots learn human goals through active inverse learning for safer interactions.

A new method to improve knowledge transfer in reinforcement learning.

A method to assess trustworthy news sources on Reddit.

Examining noise management in Urban Air Mobility systems to benefit communities.

This study examines communities sharing low-credibility news on social media.

A new approach enhances how machines adapt to changing environments.

Research explores communication strategies for better teamwork in autonomous agents and humans.

Innovative algorithms improve sensor selection in resource-constrained environments.

Examining player preferences and Nash equilibria in competitive settings.

This paper discusses improving digital twins for reliable risk assessment and decision-making.

Learn how breaking tasks helps robots train efficiently.

Exploring how players can work together without verbal communication.

A look at how o1 models plan actions and their performance across various tasks.

Learn how reward shaping improves reinforcement learning efficiency.