4 citations · 4 across the 3 of their papers we have counts for
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cs.LG2022
Fast and Data Efficient Reinforcement Learning from Pixels via Non-Parametric Value Approximation
Alexander Long, Alan Blair, Herke van Hoof
We present Nonparametric Approximation of Inter-Trace returns (NAIT), a Reinforcement Learning algorithm for discrete action, pixel-based environments that is both highly sample an…
cs.LG2019
Automatic Malware Description via Attribute Tagging and Similarity Embedding
Felipe N. Ducau, Ethan M. Rudd, Tad M. Heppner +2
With the rapid proliferation and increased sophistication of malicious software (malware), detection methods no longer rely only on manually generated signatures but have also inco…