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06/07/2023
Divide and Repair: Using Options to Improve Performance of Imitation Learning Against Adversarial Demonstrations
We consider the problem of learning to perform a task from demonstration...
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04/14/2023
Synthetically Generating Human-like Data for Sequential Decision Making Tasks via Reward-Shaped Imitation Learning
We consider the problem of synthetically generating data that can closel...
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11/22/2021
A Comparison of State-of-the-Art Techniques for Generating Adversarial Malware Binaries
We consider the problem of generating adversarial malware by a cyber-att...
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02/10/2020
Playing to Learn Better: Repeated Games for Adversarial Learning with Multiple Classifiers
We consider the problem of prediction by a machine learning algorithm, c...
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12/04/2019