Multiagent Cooperation and Competition with Deep Reinforcement Learning. - Ardi Tampuu; Tambet Matiisen; Dorian Kodelja; Ilya Kuzovkin; Kristjan Korjus; Juhan Aru; Jaan Aru; Raul Vicente (CoRR, 2015)

Combining Static and Dynamic Features for Multivariate Sequence Classification. - Anna Leontjeva; Ilya Kuzovkin (DSAA, 2016)

Addressing Sample Complexity in Visual Tasks Using HER and Hallucinatory GANs. - Himanshu Sahni; Toby Buckley; Pieter Abbeel; Ilya Kuzovkin (NeurIPS, 2019)

Visual Hindsight Experience Replay. - Himanshu Sahni; Toby Buckley; Pieter Abbeel; Ilya Kuzovkin (CoRR, 2019)

Direct information transfer rate optimisation for SSVEP-based BCI. - Anti Ingel; Ilya Kuzovkin; Raul Vicente (CoRR, 2019)

OffWorld Gym: open-access physical robotics environment for real-world reinforcement learning benchmark and research. - Ashish Kumar; Toby Buckley; Qiaozhi Wang; Alicia Kavelaars; Ilya Kuzovkin (CoRR, 2019)

Understanding Information Processing in Human Brain by Interpreting Machine Learning Models. - Ilya Kuzovkin (CoRR, 2020)

Offline Robot Reinforcement Learning with Uncertainty-Guided Human Expert Sampling. - Ashish Kumar; Ilya Kuzovkin (CoRR, 2022)