@inproceedings{azizzadenesheli:hal-01322207, TITLE = {{Reinforcement Learning of POMDPs using Spectral Methods}}, AUTHOR = {Azizzadenesheli, Kamyar and Lazaric, Alessandro and Anandkumar, Animashree}, URL = {https://inria.hal.science/hal-01322207}, BOOKTITLE = {{Proceedings of the 29th Annual Conference on Learning Theory (COLT2016)}}, ADDRESS = {New York City, United States}, YEAR = {2016}, MONTH = Jun, KEYWORDS = {Spectral Methods ; Method of Moments ; Partially Observable Markov Decision Pro-cess ; Latent Variable Model ; Upper Confidence Reinforcement Learning}, PDF = {https://inria.hal.science/hal-01322207/file/master.pdf}, HAL_ID = {hal-01322207}, HAL_VERSION = {v1}, }