110 citations · 232 across the 13 of their papers we have counts for
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cs.LG2021★ 2 cited
CEM-GD: Cross-Entropy Method with Gradient Descent Planner for Model-Based Reinforcement Learning
Kevin Huang, Sahin Lale, Ugo Rosolia +2
Current state-of-the-art model-based reinforcement learning algorithms use trajectory sampling methods, such as the Cross-Entropy Method (CEM), for planning in continuous control s…
cs.LG2020★ 12 cited
Learning to extrapolate using continued fractions: Predicting the critical temperature of superconductor materials
Pablo Moscato, Mohammad Nazmul Haque, Kevin Huang +2
In the field of Artificial Intelligence (AI) and Machine Learning (ML), the approximation of unknown target functions using limited instances $S={(\mathbf{x^{(i)}…