Shmakov, Alexander
- Solving the Rubik's Cube Without Human Knowledge
2018/05/18 by Stephen McAleer, Forest Agostinelli, McAleer, Stephen +5 · 3 voices · 1 citation
Computer Science · Social Sciences · #Artificial Intelligence in Games #Digital Games and Media #Reinforcement Learning in Robotics #cs.AI
- End-To-End Latent Variational Diffusion Models for Inverse Problems in High Energy Physics
2023/05/17 by Alexander Shmakov, Kevin Thomas Greif, Shmakov, Alexander +9 · 9 citations
Computer Science · #FOS: Computer and information sciences #FOS: Physical sciences #Generative Adversarial Networks and Image Synthesis #High Energy Physics - Experiment (hep-ex) #Image Processing and 3D Reconstruction #Machine Learning (cs.LG)
- A* Search Without Expansions: Learning Heuristic Functions with Deep Q-Networks
2021/02/08 by Forest Agostinelli, Agostinelli, Forest, Shahaf S. Shperberg +9 · 2 voices
#cs.AI #cs.LG
- Reconstruction of boosted and resolved multi-Higgs-boson events with symmetry-preserving attention networks
2024/12/05 by Li, Haoyang, Stamenkovic, Marko, Shmakov, Alexander +12 · 5 citations
#Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph) #Machine Learning (cs.LG) #Statistics and Probability (physics.data-an)
- Rxn Hypergraph: a Hypergraph Attention Model for Chemical Reaction Representation
2022/01/02 by Tavakoli, Mohammadamin, Shmakov, Alexander, Ceccarelli, Francesco +1 · 1 citation
#Artificial Intelligence (cs.AI) #Chemical Physics (physics.chem-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG)
- AI for Interpretable Chemistry: Predicting Radical Mechanistic Pathways via Contrastive Learning
2023/11/02 by Tavakoli, Mohammadamin, Chiu, Yin Ting T., Shmakov, Alexander +3 · 1 citation
#Chemical Physics (physics.chem-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG)