NeurIPS 2020poster73 citations
Strictly Batch Imitation Learning by Energy-based Distribution Matching
Daniel Jarrett, Ioana Bica, Mihaela van der Schaar
Abstract
Consider learning a policy purely on the basis of demonstrated behavior---that is, with no access to reinforcement signals, no knowledge of transition dynamics, and no further interaction with the environment. This
BibTeX
@inproceedings{NEURIPS2020_524f141e,
author = {Jarrett, Daniel and Bica, Ioana and van der Schaar, Mihaela},
booktitle = {Advances in Neural Information Processing Systems},
editor = {H. Larochelle and M. Ranzato and R. Hadsell and M.F. Balcan and H. Lin},
pages = {7354--7365},
publisher = {Curran Associates, Inc.},
title = {Strictly Batch Imitation Learning by Energy-based Distribution Matching},
url = {https://proceedings.neurips.cc/paper_files/paper/2020/file/524f141e189d2a00968c3d48cadd4159-Paper.pdf},
volume = {33},
year = {2020}
}