Event sequence metric learning. - Dmitrii Babaev; Ivan Kireev; Nikita Ovsov; Mariya Ivanova; Gleb Gusev; Alexander Tuzhilin (CoRR, 2020)

Insights From the NeurIPS 2021 NetHack Challenge. - Eric Hambro; Sharada P. Mohanty; Dmitrii Babaev; Minwoo Byeon; Dipam Chakraborty; Edward Grefenstette; Minqi Jiang; DaeJin Jo; Anssi Kanervisto; Jongmin Kim 006; Sungwoong Kim; Robert Kirk; et al. (NeurIPS (Competition and Demos), 2021)

CoLES: Contrastive Learning for Event Sequences with Self-Supervision. - Dmitrii Babaev; Nikita Ovsov; Ivan Kireev; Mariya Ivanova; Gleb Gusev; Ivan Nazarov; Alexander Tuzhilin (SIGMOD Conference, 2022)