most citedSynthetically Generating Human-like Data for Sequential Decision Making Tasks via Reward-Shaped Imitation Learning

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cs.LG2023

Divide and Repair: Using Options to Improve Performance of Imitation Learning Against Adversarial Demonstrations

Prithviraj Dasgupta

We consider the problem of learning to perform a task from demonstrations given by teachers or experts, when some of the experts' demonstrations might be adversarial and demonstrat…

cs.LG2023★ 1 cited

Synthetically Generating Human-like Data for Sequential Decision Making Tasks via Reward-Shaped Imitation Learning

Bryan Brandt, Prithviraj Dasgupta

We consider the problem of synthetically generating data that can closely resemble human decisions made in the context of an interactive human-AI system like a computer game. We pr…