Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents

Xian Yeow Lee, Sambit Ghadai, Kai Liang Tan, Chinmay Hegde, Soumik Sarkar. Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents. In The Thirty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, IAAI 2020, The Tenth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2020, New York, NY, USA, February 7-12, 2020. pages 4577-4584, AAAI Press, 2020. [doi]

@inproceedings{LeeGTHS20,
  title = {Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents},
  author = {Xian Yeow Lee and Sambit Ghadai and Kai Liang Tan and Chinmay Hegde and Soumik Sarkar},
  year = {2020},
  url = {https://aaai.org/ojs/index.php/AAAI/article/view/5887},
  researchr = {https://researchr.org/publication/LeeGTHS20},
  cites = {0},
  citedby = {0},
  pages = {4577-4584},
  booktitle = {The Thirty-Fourth AAAI Conference on Artificial Intelligence, AAAI 2020, The Thirty-Second Innovative Applications of Artificial Intelligence Conference, IAAI 2020, The Tenth AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2020, New York, NY, USA, February 7-12, 2020},
  publisher = {AAAI Press},
  isbn = {978-1-57735-823-7},
}