3 papers
cs.LG2025
Imitation Learning via Focused Satisficing
Rushit N. Shah, Nikolaos Agadakos, Synthia Sasulski +3
Imitation learning often assumes that demonstrations are close to optimal according to some fixed, but unknown, cost function. However, according to satisficing theory, humans ofte…
cs.CL2024
Modeling Low-Resource Health Coaching Dialogues via Neuro-Symbolic Goal Summarization and Text-Units-Text Generation
Yue Zhou, Barbara Di Eugenio, Brian Ziebart +3
Health coaching helps patients achieve personalized and lifestyle-related goals, effectively managing chronic conditions and alleviating mental health issues. It is particularly be…
cs.CL2024
Towards Enhancing Health Coaching Dialogue in Low-Resource Settings
Yue Zhou, Barbara Di Eugenio, Brian Ziebart +5
Health coaching helps patients identify and accomplish lifestyle-related goals, effectively improving the control of chronic diseases and mitigating mental health conditions. Howev…