Abstract strategy learning underlies flexible transfer in physical problem solving. - Kelsey R. Allen; Kevin Smith 003; Ulyana Piterbarg; Robert Chen; Josh Tenenbaum 001 (CogSci, 2020)

NetHack is Hard to Hack. - Ulyana Piterbarg; Lerrel Pinto; Rob Fergus (NeurIPS, 2023)

diff History for Long-Context Language Agents. - Ulyana Piterbarg; Lerrel Pinto; Rob Fergus (CoRR, 2023)

diff History for Neural Language Agents. - Ulyana Piterbarg; Lerrel Pinto; Rob Fergus (ICML, 2024)

BALROG: Benchmarking Agentic LLM and VLM Reasoning On Games. - Davide Paglieri; Bartlomiej Cupial; Samuel Coward; Ulyana Piterbarg; Maciej Wolczyk; Akbir Khan; Eduardo Pignatelli; Lukasz Kucinski; Lerrel Pinto; Rob Fergus; Jakob Nicolaus Foerster; Jack Parker-Holder; et al. (ICLR, 2025)

Training Language Models on Synthetic Edit Sequences Improves Code Synthesis. - Ulyana Piterbarg; Lerrel Pinto; Rob Fergus (ICLR, 2025)