Dmitry Sorokin

3 papers · 2017–2024 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird

Venues

NeurIPS (2) ICML (1)

Top co-authors

Aydar Bulatov (1) Mikhail Burtsev (1) Alexander Lvovsky (1) Yuri Kuratov (1) Jan Peters (1) Ekaterina Sazhina (1) Gerhard Neumann (1) Artyom Sorokin (1) Petr Anokhin (1) Riad Akrour (1)

Research topics

Machine Learning (2) Optimization & Theory (2) Natural Language Processing (1) Reinforcement Learning (1) Robotics (1) Applications (1) Capabilities (1) Resources & Methods (1)

Keywords

deep reinforcement learning (1) sample efficiency (1) sim-to-real transfer (1) domain randomization (1) robot control (1) bayesian optimization (1) context length (1) retrieval-augmented generation (1) long context (1) motor skill (1) gaussian search distribution (1) information-theoretic update (1) large language model (1) optical interferometer (1)

Papers

BABILong: Testing the Limits of LLMs with Long Context Reasoning-in-a-Haystack NeurIPS 2024 Interferobot: aligning an optical interferometer by a reinforcement learning agent NeurIPS 2020 Local Bayesian Optimization of Motor Skills ICML 2017