Improving Human Decision-Making by Discovering Efficient Strategies for Hierarchical Planning. - Saksham Consul; Lovis Heindrich; Jugoslav Stojcheski; Falk Lieder (CoRR, 2021)

Leveraging AI to improve human planning in large partially observable environments. - Lovis Heindrich; Saksham Consul; Falk Lieder (CoRR, 2023)

Training Dynamics of Contextual N-Grams in Language Models. - Lucia Quirke; Lovis Heindrich; Wes Gurnee; Neel Nanda (CoRR, 2023)

Leveraging automatic strategy discovery to teach people how to select better projects. - Lovis Heindrich; Falk Lieder (CoRR, 2024)

Do Sparse Autoencoders Generalize? A Case Study of Answerability. - Lovis Heindrich; Philip Torr 001; Fazl Barez; Veronika Thost (CoRR, 2025)