Decoupled Policy Actor-Critic: Bridging Pessimism and Risk Awareness in Reinforcement Learning

Michal Nauman, Marek Cygan. Decoupled Policy Actor-Critic: Bridging Pessimism and Risk Awareness in Reinforcement Learning. In Toby Walsh, Julie Shah, Zico Kolter, editors, AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25 - March 4, 2025, Philadelphia, PA, USA. pages 19633-19641, AAAI Press, 2025. [doi]

@inproceedings{NaumanC25,
  title = {Decoupled Policy Actor-Critic: Bridging Pessimism and Risk Awareness in Reinforcement Learning},
  author = {Michal Nauman and Marek Cygan},
  year = {2025},
  doi = {10.1609/aaai.v39i18.34162},
  url = {https://doi.org/10.1609/aaai.v39i18.34162},
  researchr = {https://researchr.org/publication/NaumanC25},
  cites = {0},
  citedby = {0},
  pages = {19633-19641},
  booktitle = {AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25 - March 4, 2025, Philadelphia, PA, USA},
  editor = {Toby Walsh and Julie Shah and Zico Kolter},
  publisher = {AAAI Press},
  isbn = {978-1-57735-897-8},
}