Shmakov, Alexander

6 publications

NeurIPSW 2024 Bayesian Online Non-Stationary Detection for Robust Reinforcement Learning Alexander Shmakov, Pankaj Rajak, Yuhao Feng, Wojciech Kowalinski, Fei Wang

NeurIPS 2023 AI for Interpretable Chemistry: Predicting Radical Mechanistic Pathways via Contrastive Learning Mohammadamin Tavakoli, Pierre Baldi, Ann Marie Carlton, Yin Ting Chiu, Alexander Shmakov, David Van Vranken

NeurIPS 2023 End-to-End Latent Variational Diffusion Models for Inverse Problems in High Energy Physics Alexander Shmakov, Kevin Greif, Michael Fenton, Aishik Ghosh, Pierre Baldi, Daniel Whiteson

IJCAI 2023 Function Approximation for Reinforcement Learning Controller for Energy from Spread Waves Soumyendu Sarkar, Vineet Gundecha, Sahand Ghorbanpour, Alexander Shmakov, Ashwin Ramesh Babu, Avisek Naug, Alexandre Pichard, Mathieu Cocho

AAAI 2022 Multi-Agent Reinforcement Learning Controller to Maximize Energy Efficiency for Multi-Generator Industrial Wave Energy Converter Soumyendu Sarkar, Vineet Gundecha, Alexander Shmakov, Sahand Ghorbanpour, Ashwin Ramesh Babu, Paolo Faraboschi, Mathieu Cocho, Alexandre Pichard, Jonathan Fievez

ICLR 2019 Solving the Rubik's Cube with Approximate Policy Iteration Stephen McAleer, Forest Agostinelli, Alexander Shmakov, Pierre Baldi