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pro vyhledávání: '"Ugadiarov, Leonid"'
Autor:
Tsypin, Artem, Ugadiarov, Leonid, Khrabrov, Kuzma, Telepov, Alexander, Rumiantsev, Egor, Skrynnik, Alexey, Panov, Aleksandr I., Vetrov, Dmitry, Tutubalina, Elena, Kadurin, Artur
Molecular conformation optimization is crucial to computer-aided drug discovery and materials design. Traditional energy minimization techniques rely on iterative optimization methods that use molecular forces calculated by a physical simulator (orac
Externí odkaz:
http://arxiv.org/abs/2311.06295
Autor:
Ugadiarov, Leonid, Panov, Aleksandr I.
There have recently been significant advances in the problem of unsupervised object-centric representation learning and its application to downstream tasks. The latest works support the argument that employing disentangled object representations in i
Externí odkaz:
http://arxiv.org/abs/2310.17178
Exploration is an essential part of reinforcement learning, which restricts the quality of learned policy. Hard-exploration environments are defined by huge state space and sparse rewards. In such conditions, an exhaustive exploration of the environm
Externí odkaz:
http://arxiv.org/abs/2109.10173