97 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- University of West FloridaUS4 papers
- Virginia TechUS4 papers
- Carnegie Mellon UniversityUS3 papers
- University of Colorado BoulderUS3 papers
- Georgetown UniversityUS2 papers
- Italian Institute of TechnologyIT2 papers
- Michigan State UniversityUS2 papers
- Philadelphia UniversityUS2 papers
- University of PennsylvaniaUS2 papers
- University of RochesterUS2 papers
- University of UtahUS2 papers
- ABB (Switzerland)CH1 paper
3 papers · 1 filter
DomiKnowS: A Library for Integration of Symbolic Domain Knowledge in Deep Learning
Hossein Rajaby Faghihi, Quan Guo, Andrzej Uszok +3
We demonstrate a library for the integration of domain knowledge in deep learning architectures. Using this library, the structure of the data is expressed symbolically via graph d…
Policy Augmentation: An Exploration Strategy for Faster Convergence of Deep Reinforcement Learning Algorithms
Arash Mahyari
Despite advancements in deep reinforcement learning algorithms, developing an effective exploration strategy is still an open problem. Most existing exploration strategies either a…
Principles of Explanation in Human-AI Systems
Shane T. Mueller, Elizabeth S. Veinott, Robert R. Hoffman +4
Explainable Artificial Intelligence (XAI) has re-emerged in response to the development of modern AI and ML systems. These systems are complex and sometimes biased, but they nevert…