Anton Dorozhko
I am doing a double master degree program. I receive an MSc in datascience from Novosibirsk State University and I will obtain datascience engineering degree from Télécom ParisTech. Currently I am doing a Computer Vision internship at a startup called Wintics in Paris.
Mail / GitHub / LinkedIn / CV (eng) / CV (fr)
Scientific interests
I am interested in Machine Learning / Artificial Intelligence / Optimization / Datascience. More precisely computer vision and reinforcement learning.
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Reinforcement learning for long-term reward optimization in recommender systemsAnton Dorozhko, Evgeniy Pavlovskiy ( 2019 ) draft / code / slides / text Reinforcement learning has got more traction in applications to recommender systems in 2018-2019. In this work we study the behaviour of DDPG algorithm againts classic baselines on MovieLens datasets. |
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Genetic algorithm for load balancing [rus]Anton Dorozhko ( 2015 ) code / slides / text Bachelor of Science graduation work under supervision of Yury Kochetov |
Teaching |
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NSURL_101 : Introduction to reinforcement learning (spring 2020)Role: instructor ( 2020 ) webpage Introduction course to Reinforcement Learning for first-year Big Data Analytics master program. Subjects covered: MDP, VI, PI, Function Approximations (Q-learning), MAB, Policy optimization |
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NSURL_101 : Introduction to reinforcement learningRole: instructor ( 2019 ) webpage Introduction course to Reinforcement Learning for first-year Big Data Analytics master program. Subjects covered: MDP, VI, PI, Function Approximations (Q-learning), MAB, Policy optimization |