Approximate Dynamic Programming for Building Control Problems with Occupant Interactions. - Donghwan Lee 002; Seungjae Lee 003; Panagiota Karava; Jianghai Hu (ACC, 2018)

Simulation-Based Policy Gradient and Its Building Control Application. - Donghwan Lee 002; Seungjae Lee 003; Panagiota Karava; Jianghai Hu (ACC, 2018)

Learning Personalized Thermal Preferences via Bayesian Active Learning with Unimodality Constraints. - Nimish Awalgaonkar; Ilias Bilionis; Xiaoqi Liu; Panagiota Karava; Athanasios Tzempelikos (CoRR, 2019)

Back to Classics: Controlling Smart Thermostats with Natural Language... with Personalization. - Julia Taylor Rayz; Saltanat Tazhibayeva; Panagiota Karava (Decision Making under Constraints, 2020)

Simulation Studies on Deep Reinforcement Learning for Building Control with Human Interaction. - Donghwan Lee 002; Niao He; Seungjae Lee 003; Panagiota Karava; Jianghai Hu (CoRR, 2021)