5 citations · 15 across the 16 of their papers we have counts for
4 papers · 1 filter
iCVI-ARTMAP: Accelerating and improving clustering using adaptive resonance theory predictive mapping and incremental cluster validity indices
Leonardo Enzo Brito da Silva, Nagasharath Rayapati, Donald C. Wunsch
This paper presents an adaptive resonance theory predictive mapping (ARTMAP) model which uses incremental cluster validity indices (iCVIs) to perform unsupervised learning, namely…
StarCraft II Build Order Optimization using Deep Reinforcement Learning and Monte-Carlo Tree Search
Islam Elnabarawy, Kristijana Arroyo, Donald C. Wunsch
The real-time strategy game of StarCraft II has been posed as a challenge for reinforcement learning by Google's DeepMind. This study examines the use of an agent based on the Mont…
Survey of Privacy-Preserving Collaborative Filtering
Islam Elnabarawy, Wei Jiang, Donald C. Wunsch
Collaborative filtering recommendation systems provide recommendations to users based on their own past preferences, as well as those of other users who share similar interests. Th…
Autonomous Control of a Line Follower Robot Using a Q-Learning Controller
Sepehr Saadatmand, Sima Azizi, Mohammadamir Kavousi +1
In this paper, a MIMO simulated annealing SA based Q learning method is proposed to control a line follower robot. The conventional controller for these types of robots is the prop…