Balancing Learning Speed and Stability in Policy Gradient via Adaptive Exploration

Matteo Papini, Andrea Battistello, Marcello Restelli. Balancing Learning Speed and Stability in Policy Gradient via Adaptive Exploration. In Silvia Chiappa, Roberto Calandra, editors, The 23rd International Conference on Artificial Intelligence and Statistics, AISTATS 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]. Volume 108 of Proceedings of Machine Learning Research, pages 1188-1199, PMLR, 2020. [doi]

@inproceedings{PapiniBR20,
  title = {Balancing Learning Speed and Stability in Policy Gradient via Adaptive Exploration},
  author = {Matteo Papini and Andrea Battistello and Marcello Restelli},
  year = {2020},
  url = {http://proceedings.mlr.press/v108/papini20a.html},
  researchr = {https://researchr.org/publication/PapiniBR20},
  cites = {0},
  citedby = {0},
  pages = {1188-1199},
  booktitle = {The 23rd International Conference on Artificial Intelligence and Statistics, AISTATS 2020, 26-28 August 2020, Online [Palermo, Sicily, Italy]},
  editor = {Silvia Chiappa and Roberto Calandra},
  volume = {108},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}