Interpreting Reward Models in RLHF-Tuned Language Models Using Sparse Autoencoders. - Luke Marks; Amir Abdullah; Luna Mendez; Rauno Arike; Philip H. S. Torr; Fazl Barez (CoRR, 2023)

Interpreting Learned Feedback Patterns in Large Language Models. - Luke Marks; Amir Abdullah; Clement Neo; Rauno Arike; David Krueger 001; Philip Torr 001; Fazl Barez (NeurIPS, 2024)

Technical Report: Evaluating Goal Drift in Language Model Agents. - Rauno Arike; Elizabeth Donoway; Henning Bartsch; Marius Hobbhahn (CoRR, 2025)