Ilya Kuzovkin

Publication Activity (10 Years)

Years Active: 2015-2022
Publications (10 Years): 8

Top Topics

Real World Environments

Information Transfer

Sequence Classification

Top Venues

Publications

Ashish Kumar, Ilya Kuzovkin
Offline Robot Reinforcement Learning with Uncertainty-Guided Human Expert Sampling. CoRR (2022)
Ilya Kuzovkin
Understanding Information Processing in Human Brain by Interpreting Machine Learning Models. CoRR (2020)
Ashish Kumar, Toby Buckley, Qiaozhi Wang, Alicia Kavelaars, Ilya Kuzovkin
OffWorld Gym: open-access physical robotics environment for real-world reinforcement learning benchmark and research. CoRR (2019)
Himanshu Sahni, Toby Buckley, Pieter Abbeel, Ilya Kuzovkin
Visual Hindsight Experience Replay. CoRR (2019)
Anti Ingel, Ilya Kuzovkin, Raul Vicente
Direct information transfer rate optimisation for SSVEP-based BCI. CoRR (2019)
Himanshu Sahni, Toby Buckley, Pieter Abbeel, Ilya Kuzovkin
Addressing Sample Complexity in Visual Tasks Using HER and Hallucinatory GANs. NeurIPS (2019)
Anna Leontjeva, Ilya Kuzovkin
Combining Static and Dynamic Features for Multivariate Sequence Classification. CoRR (2017)
Anna Leontjeva, Ilya Kuzovkin
Combining Static and Dynamic Features for Multivariate Sequence Classification. DSAA (2016)
Ardi Tampuu, Tambet Matiisen, Dorian Kodelja, Ilya Kuzovkin, Kristjan Korjus, Juhan Aru, Jaan Aru, Raul Vicente
Multiagent Cooperation and Competition with Deep Reinforcement Learning. CoRR (2015)