Follow
Alexey Skrynnik
Alexey Skrynnik
AIRI
Verified email at airi.net - Homepage
Title
Cited by
Cited by
Year
Object detection with deep neural networks for reinforcement learning in the task of autonomous vehicles path planning at the intersection
DA Yudin, A Skrynnik, A Krishtopik, I Belkin, AI Panov
Optical Memory and Neural Networks 28, 283-295, 2019
352019
Hierarchical deep q-network from imperfect demonstrations in minecraft
A Skrynnik, A Staroverov, E Aitygulov, K Aksenov, V Davydov, AI Panov
Cognitive Systems Research 65, 74-78, 2021
312021
Interactive grounded language understanding in a collaborative environment: Iglu 2021
J Kiseleva, Z Li, M Aliannejadi, S Mohanty, M ter Hoeve, M Burtsev, ...
NeurIPS 2021 Competitions and Demonstrations Track, 146-161, 2022
28*2022
Forgetful experience replay in hierarchical reinforcement learning from expert demonstrations
A Skrynnik, A Staroverov, E Aitygulov, K Aksenov, V Davydov, AI Panov
Knowledge-Based Systems 218, 106844, 2021
27*2021
Hybrid policy learning for multi-agent pathfinding
A Skrynnik, A Yakovleva, V Davydov, K Yakovlev, AI Panov
IEEE Access 9, 126034-126047, 2021
182021
Interactive Grounded Language Understanding in a Collaborative Environment: Retrospective on Iglu 2022 Competition
J Kiseleva, A Skrynnik, A Zholus, S Mohanty, N Arabzadeh, MA Côté, ...
NeurIPS 2022 Competition Track, 204-216, 2023
17*2023
Personal cognitive assistant: concept and key principals
IV Smirnov, AI Panov, AA Skrynnik, EV Chistova
Informatika i Ee Primeneniya [Informatics and its Applications] 13 (3), 105-113, 2019
14*2019
Hierarchical temporal memory implementation with explicit states extraction
A Skrynnik, A Petrov, AI Panov
Biologically Inspired Cognitive Architectures (BICA) for Young Scientists …, 2016
142016
Iglu gridworld: Simple and fast environment for embodied dialog agents
A Zholus, A Skrynnik, S Mohanty, Z Volovikova, J Kiseleva, A Szlam, ...
arXiv preprint arXiv:2206.00142, 2022
102022
Collecting interactive multi-modal datasets for grounded language understanding
S Mohanty, N Arabzadeh, M Teruel, Y Sun, A Zholus, A Skrynnik, ...
arXiv preprint arXiv:2211.06552, 2022
82022
Learning to solve voxel building embodied tasks from pixels and natural language instructions
A Skrynnik, Z Volovikova, MA Côté, A Voronov, A Zholus, N Arabzadeh, ...
arXiv preprint arXiv:2211.00688, 2022
82022
Hierarchical reinforcement learning with clustering abstract machines
S Alexey, AI Panov
Artificial Intelligence: 17th Russian Conference, RCAI 2019, Ulyanovsk …, 2019
72019
Automatic formation of the structure of abstract machines in hierarchical reinforcement learning with state clustering
AI Panov, A Skrynnik
arXiv preprint arXiv:1806.05292, 2018
72018
Pathfinding in stochastic environments: learning vs planning
A Skrynnik, A Andreychuk, K Yakovlev, A Panov
PeerJ Computer Science 8, e1056, 2022
62022
Navigating autonomous vehicle at the road intersection simulator with reinforcement learning
M Martinson, A Skrynnik, AI Panov
Artificial Intelligence: 18th Russian Conference, RCAI 2020, Moscow, Russia …, 2020
62020
Planning and learning in multi-agent path finding
KS Yakovlev, AA Andreychuk, AA Skrynnik, AI Panov
Doklady Mathematics 106 (Suppl 1), S79-S84, 2023
52023
POGEMA: partially observable grid environment for multiple agents
A Skrynnik, A Andreychuk, K Yakovlev, AI Panov
arXiv preprint arXiv:2206.10944, 2022
52022
Моделирование химической аварии на предприятии г. Рыбинска
НВ Сакова, АА Скрынник
Вестник Рыбинской государственной авиационной технологической академии им …, 2015
52015
Q-Mixing network for multi-agent pathfinding in partially observable grid environments
V Davydov, A Skrynnik, K Yakovlev, A Panov
Artificial Intelligence: 19th Russian Conference, RCAI 2021, Taganrog …, 2021
42021
Long-term exploration in persistent mdps
L Ugadiarov, A Skrynnik, AI Panov
Advances in Computational Intelligence: 20th Mexican International …, 2021
32021
The system can't perform the operation now. Try again later.
Articles 1–20