J. Andrew Bagnell

Introspective perception: Learning to predict failures in vision systems

2016

As robots aspire for long-term autonomous operations in complex dynamic environments, the ability to reliably take mission-critical decisions in ambiguous situations becomes critical. This motivates the need to build systems that have situational awareness to …