Rigorous Agent Evaluation: An Adversarial Approach to Uncover Catastrophic Failures

Jonathan Uesato, Ananya Kumar, Csaba Szepesvári, Tom Erez, Avraham Ruderman, Keith Anderson, Krishnamurthy (Dj) Dvijotham, Nicolas Heess, Pushmeet Kohli. Rigorous Agent Evaluation: An Adversarial Approach to Uncover Catastrophic Failures. In 7th International Conference on Learning Representations, ICLR 2019, New Orleans, LA, USA, May 6-9, 2019. OpenReview.net, 2019. [doi]

@inproceedings{UesatoKSERADHK19,
  title = {Rigorous Agent Evaluation: An Adversarial Approach to Uncover Catastrophic Failures},
  author = {Jonathan Uesato and Ananya Kumar and Csaba Szepesvári and Tom Erez and Avraham Ruderman and Keith Anderson and Krishnamurthy (Dj) Dvijotham and Nicolas Heess and Pushmeet Kohli},
  year = {2019},
  url = {https://openreview.net/forum?id=B1xhQhRcK7},
  researchr = {https://researchr.org/publication/UesatoKSERADHK19},
  cites = {0},
  citedby = {0},
  booktitle = {7th International Conference on Learning Representations, ICLR 2019, New Orleans, LA, USA, May 6-9, 2019},
  publisher = {OpenReview.net},
}