Samantha Krening

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 8

Top Topics

Reinforcement Learning

Partially Observable Domains

Top Venues

IEEE Trans. Cogn. Dev. Syst.

Int. J. Hum. Comput. Stud.

Georgia Institute of Technology, Atlanta, GA, USA (PHD)

Education History

Georgia Institute of Technology, Atlanta, GA, USA

PHD

Publications

Maya Perlmutter, Ryan Gifford, Samantha Krening
Impact of example-based XAI for neural networks on trust, understanding, and performance. Int. J. Hum. Comput. Stud. 188 (2024)
Samantha Krening
Q-learning as a model of utilitarianism in a human-machine team. Neural Comput. Appl. 35 (23) (2023)
Samantha Krening, Karen M. Feigh
Effect of Interaction Design on the Human Experience with Interactive Reinforcement Learning. Conference on Designing Interactive Systems (2019)
Samantha Krening, Karen M. Feigh
Newtonian Action Advice: Integrating Human Verbal Instruction with Reinforcement Learning. AAMAS (2019)
Samantha Krening
Newtonian Action Advice: Integrating Human Verbal Instruction with Reinforcement Learning. CoRR (2018)
Samantha Krening, Karen M. Feigh
Interaction Algorithm Effect on Human Experience with Reinforcement Learning. ACM Trans. Hum. Robot Interact. 7 (2) (2018)
Samantha Krening, Brent Harrison, Karen M. Feigh, Charles Lee Isbell Jr., Mark Riedl, Andrea Thomaz
Learning From Explanations Using Sentiment and Advice in RL. IEEE Trans. Cogn. Dev. Syst. 9 (1) (2017)
Samantha Krening, Brent Harrison, Karen M. Feigh, Charles L. Isbell Jr., Andrea Thomaz
Object-Focused Advice in Reinforcement Learning. AAMAS (2016)