@inproceedings{tarbouriech:hal-03287829, TITLE = {{Improved sample complexity for incremental autonomous exploration in MDPs}}, AUTHOR = {Tarbouriech, Jean and Pirotta, Matteo and Valko, Michal and Lazaric, Alessandro}, URL = {https://inria.hal.science/hal-03287829}, BOOKTITLE = {{Neural Information Processing Systems}}, ADDRESS = {Montr{\'e}al, Canada}, YEAR = {2020}, PDF = {https://inria.hal.science/hal-03287829/file/tarbouriech2020improved.pdf}, HAL_ID = {hal-03287829}, HAL_VERSION = {v1}, }