@article{ghavamzadeh:hal-00776608, TITLE = {{Bayesian Policy Gradient and Actor-Critic Algorithms}}, AUTHOR = {Ghavamzadeh, Mohammad and Engel, Yaakov and Valko, Michal}, URL = {https://inria.hal.science/hal-00776608}, JOURNAL = {{Journal of Machine Learning Research}}, PUBLISHER = {{Microtome Publishing}}, VOLUME = {17}, NUMBER = {66}, PAGES = {1-53}, YEAR = {2016}, MONTH = Jan, KEYWORDS = {reinforcement learning ; policy gradient methods ; actor-critic algorithms ; Bayesian inference ; Gaussian processes}, PDF = {https://inria.hal.science/hal-00776608v2/file/jmlr-BPG-BAC.pdf}, HAL_ID = {hal-00776608}, HAL_VERSION = {v2}, }