Dmitry Sorokin

Intelligentsia Consultants (Luxembourg) — LU

Computer Science · Physical Sciences

3h-index28citations19works1.82yr avg
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Research Topics

Reinforcement Learning in Robotics(6), Magnetic confinement fusion research(3), Neural Networks and Reservoir Computing(3), Scheduling and Optimization Algorithms(2), Robotic Locomotion and Control(2)

Publications19 total

Demonstration of reconstruction-free static magnetic control of DIII-D plasma with deep reinforcement learning
Nuclear Fusion·2026Open Access
Neural network reconstruction of the DIII-D tokamak plasma boundary using a reduced set of diagnostics
Journal of Plasma Physics·2025Open Access
Reconstruction-free magnetic control of DIII-D plasma with deep reinforcement learning
arXiv (Cornell University)·2025Open Access
Reconstructing the Plasma Boundary with a Reduced Set of Diagnostics
arXiv (Cornell University)·2025Open Access
BABILong: Testing the Limits of LLMs with Long Context Reasoning-in-a-Haystack
arXiv (Cornell University)·2024· 6 citedOpen Access
In Search of Needles in a 11M Haystack: Recurrent Memory Finds What LLMs Miss
arXiv (Cornell University)·2024· 7 citedOpen Access
Treedqn: Sample-Efficient Off-Policy Reinforcement Learning for Combinatorial Optimization
SSRN Electronic Journal·2024Open Access
BABILong: Testing the Limits of LLMs with Long Context Reasoning-in-a-Haystack
2024· 1 cited
TreeDQN: Learning to minimize Branch-and-Bound tree
arXiv (Cornell University)·2023· 1 citedOpen Access
Learning Various Locomotion Skills from Scratch with Deep Reinforcement Learning
Studies in computational intelligence·2022· 1 cited
Insights From the NeurIPS 2021 NetHack Challenge
arXiv (Cornell University)·2022· 1 citedOpen Access
Aligning an optical interferometer with beam divergence control and continuous action space
arXiv (Cornell University)·2021· 2 citedOpen Access
Adaptation of Quadruped Robot Locomotion with Meta-Learning
arXiv (Cornell University)·2021Open Access
Interferobot: aligning an optical interferometer by a reinforcement learning agent
arXiv (Cornell University)·2020· 5 citedOpen Access
Interferobot: aligning an optical interferometer by a reinforcement\n learning agent
arXiv (Cornell University)·2020· 2 citedOpen Access
Development of a text-mining program for analysis of documentation on the disposal of radioactive wasteproblem
Proceedings of Moscow Institute of Physics and Technology·2020· 1 cited
There is need in new generation smart grid for the space and ground energy systems
MATEC Web of Conferences·2018· 1 citedOpen Access
A Method for Generation of Synthetic 2D and 3D Cryo-EM Images
Программирование·2018
Using an aerospace monitoring for sensing “lithosphere-atmosphere-ionosphere-magnetosphere” system in order to identify and outline the potential oil and gas fields
MATEC Web of Conferences·2018Open Access

Frequent Co-authors

A. I. Lvovsky(4), Yuri Kuratov(3), Aydar Bulatov(3), Petr Anokhin(3), Artyom Sorokin(3), Mikhail Burtsev(3), Alexander E. Ulanov(3), M.R. Nurgaliev(3), R. Clark(3), Ivan Rodkin(2), Ekaterina A. Sazhina(2), A. L. Ageev(2), Светлана Ивановна Борталевич(2), Evgeny Loginov(2), Alexander Shkuta(2), Alexander E. Kostin(2), I. P. Kharitonov(2), E. V. Adishchev(2), D.M. Orlov(2), Ivan Kharitonov(2)