Myriad: a real-world testbed to bridge trajectory optimization and deep learning. - Nikolaus H. R. Howe; Simon Dufort-Labbé; Nitarshan Rajkumar; Pierre-Luc Bacon (NeurIPS, 2022)

Defining and Characterizing Reward Gaming. - Joar Skalse; Nikolaus H. R. Howe; Dmitrii Krasheninnikov; David Krueger 001 (NeurIPS, 2022)

Defining and Characterizing Reward Hacking. - Joar Skalse; Nikolaus H. R. Howe; Dmitrii Krasheninnikov; David Krueger 001 (CoRR, 2022)

Exploring Scaling Trends in LLM Robustness. - Nikolaus H. R. Howe; Michal Zajac 005; Ian R. McKenzie; Oskar Hollinsworth; Tom Tseng; Pierre-Luc Bacon; Adam Gleave (CoRR, 2024)