С. В. Колесников

1. CORL: Research-oriented Deep Offline Reinforcement Learning Library
   2022/10/13 by Denis Tarasov, Tarasov, Denis, Alexander Nikulin +7 · 33 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Reinforcement Learning in Robotics
2. Let Offline RL Flow: Training Conservative Agents in the Latent Space of Normalizing Flows
   2022/11/20 by Dmytro Akimov, Vladislav Kurenkov, Akimov, Dmitriy +7 · 5 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Reinforcement Learning in Robotics
3. In-Context Reinforcement Learning for Variable Action Spaces
   2023/12/20 by Viacheslav Sinii, Sinii, Viacheslav, Alexander Nikulin +7 · 5 citations
   Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Reinforcement Learning in Robotics
4. Learning to Run challenge solutions: Adapting reinforcement learning methods for neuromusculoskeletal environments
   2018/04/02 by Łukasz Kidziński, Sharada Prasanna Mohanty, Sharada P. Mohanty +60 · 2 citations
   Computer Science · Engineering · Mathematics · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Muscle activation and electromyography studies #cs.AI #cs.LG #stat.ML
5. Showing Your Offline Reinforcement Learning Work: Online Evaluation Budget Matters
   2021/10/08 by Vladislav Kurenkov, С. В. Колесников, Kurenkov, Vladislav +2 · 1 citation
   Computer Science · Decision Sciences · Engineering · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Mobile Crowdsensing and Crowdsourcing #Reinforcement Learning in Robotics #Smart Grid Energy Management
6. Identity Curvature Laplace Approximation for Improved Out-of-Distribution Detection
   2023/12/16 by Maksim Zhdanov, Stanislav Dereka, Zhdanov, Maksim +3 · 1 citation
   Computer Science · #Anomaly Detection Techniques and Applications #Adversarial Robustness in Machine Learning #Gaussian Processes and Bayesian Inference