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cs.HC2024
Illustrating Transition Scenarios to Renewable Energy in Hawaii with ProjecTable
Tracy Bui, Kari Noe, Marissa Halim +2
Creating engaging and immersive data visualization tools has become increasingly significant for a wide range of users who want to display their data in a meaningful way. However,…
cs.HC2024
ArticulatePro: A Comparative Study on a Proactive and Non-Proactive Assistant in a Climate Data Exploration Task
Roderick Tabalba, Christopher J. Lee, Giorgio Tran +2
Recent advances in Natural Language Interfaces (NLIs) and Large Language Models (LLMs) have transformed our approach to NLP tasks, shifting the focus towards a more Pragmatics-base…
cs.HC2024
Abstracted Trajectory Visualization for Explainability in Reinforcement Learning
Yoshiki Takagi, Roderick Tabalba, Nurit Kirshenbaum +1
Explainable AI (XAI) has demonstrated the potential to help reinforcement learning (RL) practitioners to understand how RL models work. However, XAI for users who do not have RL ex…