3 papers
cs.RO2026
Evaluating Generative Models as Interactive Emergent Representations of Human-Like Collaborative Behavior
Shinas Shaji, Teena Chakkalayil Hassan, Sebastian Houben +1
Human-AI collaboration requires AI agents to understand human behavior for effective coordination. While advances in foundation models show promising capabilities in understanding…
cs.RO2025
Reliable Robotic Task Execution in the Face of Anomalies
Bharath Santhanam, Alex Mitrevski, Santosh Thoduka +2
Learned robot policies have consistently been shown to be versatile, but they typically have no built-in mechanism for handling the complexity of open environments, making them pro…
cs.RO2025
Enhancing Video-Based Robot Failure Detection Using Task Knowledge
Santosh Thoduka, Sebastian Houben, Juergen Gall +1
Robust robotic task execution hinges on the reliable detection of execution failures in order to trigger safe operation modes, recovery strategies, or task replanning. However, man…