Pradyumna Tambwekar

schoolGeorgia Institute of Technologybar_chart#9951 Global Rank

Total Papers

HCI Rank

#9951

Research Areas

Years Active

Recent Publications

Towards Balancing Preference and Performance through Adaptive Personalized Explainability

As robots and digital assistants are deployed in the real world, these agents must be able to communicate their decision-making criteria to build trust, improve human-robot teaming, and enable collaboration. While the field of explainable artificial intelligence (xAI) has made great strides in building a set of mechan…

IUI '192nd AuthorExplainable AI (XAI) +1

Automated Rationale Generation: a Technique for Explainable AI and its Effects on Human Perceptions

{\em Automated rationale generation} is an approach for real-time explanation generation whereby a computational model learns to translate an autonomous agent's internal state and action data representations into natural language. Training on human explanation data can enable agents to learn to generate human-like e…

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