Robot Learning in Homes: Improving Generalization and Reducing Dataset Bias

Abhinav Gupta, Adithyavairavan Murali, Dhiraj Prakashchand Gandhi, Lerrel Pinto

Neural Information Processing Systems 

Data-driven approaches to solving robotic tasks have gained a lot of traction in recent years. However,most existing policies are trained on large-scale datasets collectedincuratedlabsettings.

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