Learn2Clean is a Python library for data preprocessing and cleaning based on Q-Learning, a model-free reinforcement learning technique. It selects, for a given dataset, a ML model, and a quality ...

Abstract: Monte Carlo tree search (MCTS) is a general approach to solving game problems, playing a central role in Google DeepMind's AlphaZero and its predecessor AlphaGo, which famously defeated the ...

Abstract: Markovian jump systems (MJSs) can be regarded as a special type of jump system, whose jumping law governing the switches among the subsystems are a Markovian chain or process [1]. Similar to ...

The Institute of Mixture Modeling for Equity-Oriented Researchers, Scholars, and Educators (IMMERSE) is an IES funded training grant (R305B220021) to support education scholars in integrating mixture ...