Informatics and Management Federal Research Center of the Russian Academy of Sciences

Established in 2015 on the basis of a number of institutes of the Russian Academy of Sciences, the leading organization in the country for conducting scientific research and development in the field of computational and applied mathematics, system analysis and management, theoretical informatics and information technologies, the use of research results to create the information and telecommunication infrastructure of the Russian Federation as a whole and its subjects, informatization of society, health care and education

History

2019: Proposal, together with MIPT, of a method for AI training with a mechanism for forgetting incorrect expert demonstrations

Employees of the Cognitive Dynamic Systems Laboratory MIPT became the winners of the MineRL competition. MIPT announced this TAdviser on December 16, 2019. They proposed an unknown method of training with demonstration-based reinforcement, with which you can quickly and efficiently solve hierarchical problems in the Minecraft environment: resource search and tool creation.

As specified, employees and trainees of the Laboratory of Cognitive Dynamic Systems of the Moscow Institute of Physics and Technology and the Institute of Artificial Intelligence Problems of the IU Federal Research Center RAS - Alexey Skrynnik, Ermek Aitygulov, Alexey Staroverov, Kirill Aksenov, Vasily Davydov and Alexander Panov - proposed an approach using the mechanism of forgetting incorrect expert demonstrations to solve the problem. More. here