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Anagha Kulkarni

5 accepted papers

2023

Validated Image Caption Rating Dataset

NeurIPS 2023spotlight

We present a new high-quality validated image caption rating (VICR) dataset. How well a caption fits an image can be difficult to assess due to the subjective nature of caption quality. How do we evaluate whether a caption is good? We generated a new dataset to help answer this question by using our…

Cited by 5SourcePDFScholar
2021

A Unifying Bayesian Formulation of Measures of Interpretability in Human-AI Interaction

IJCAI 2021poster

Existing approaches for generating human-aware agent behaviors have considered different measures of interpretability in isolation. Further, these measures have been studied under differing assumptions, thus precluding the possibility of designing a single framework that captures these measures unde…

Cited by 19SourcePDFScholar
2020

Designing Environments Conducive to Interpretable Robot Behavior

IROS 2020poster

Designing robots capable of generating interpretable behavior is essential for effective human-robot collaboration. This requires robots to be able to generate behavior that aligns with human expectations but exhibiting such behavior in arbitrary environments could be quite expensive for robots, and…

Cited by 29SourceScholar
2018

Projection-Aware Task Planning and Execution for Human-in-the-Loop Operation of Robots in a Mixed-Reality Workspace

IROS 2018poster

Recent advances in mixed-reality technologies have renewed interest in alternative modes of communication for human-robot interaction. However, most of the work in this direction has been confined to tasks such as teleoperation, simulation or explication of individual actions of a robot. In this pap…

Cited by 73SourceScholar
2017

Plan explicability and predictability for robot task planning

ICRA 2017poster

Intelligent robots and machines are becoming pervasive in human populated environments. A desirable capability of these agents is to respond to goal-oriented commands by autonomously constructing task plans. However, such autonomy can add significant cognitive load and potentially introduce safety r…

Cited by 227SourceScholar