Object-Focused Advice in Reinforcement Learning. - Samantha Krening; Brent Harrison; Karen M. Feigh; Charles L. Isbell Jr.; Andrea Thomaz (AAMAS, 2016)

Learning From Explanations Using Sentiment and Advice in RL. - Samantha Krening; Brent Harrison; Karen M. Feigh; Charles Lee Isbell Jr.; Mark O. Riedl; Andrea Thomaz (IEEE Trans. Cogn. Dev. Syst., 2017)

Newtonian Action Advice: Integrating Human Verbal Instruction with Reinforcement Learning. - Samantha Krening (CoRR, 2018)

Interaction Algorithm Effect on Human Experience with Reinforcement Learning. - Samantha Krening; Karen M. Feigh (ACM Trans. Hum. Robot Interact., 2018)

Effect of Interaction Design on the Human Experience with Interactive Reinforcement Learning. - Samantha Krening; Karen M. Feigh (Conference on Designing Interactive Systems, 2019)

Newtonian Action Advice: Integrating Human Verbal Instruction with Reinforcement Learning. - Samantha Krening; Karen M. Feigh (AAMAS, 2019)

Humans Teaching Intelligent Agents with Verbal Instruction. - Samantha Krening (2019)

Q-learning as a model of utilitarianism in a human-machine team. - Samantha Krening (Neural Comput. Appl., 2023)

Impact of example-based XAI for neural networks on trust, understanding, and performance. - Maya Perlmutter; Ryan Gifford; Samantha Krening (Int. J. Hum. Comput. Stud., 2024)

Locally-adaptive feature selection for nonconvulsive seizure detection. - Ryan Gifford; Caleb Sollars; Jaysingh Singh; Samantha Krening (Biomed. Signal Process. Control., 2025)