Alexander Shmakov

1. Solving the Rubik's Cube Without Human Knowledge
   2018/05/18 by Stephen McAleer, McAleer, Stephen, Forest Agostinelli +5 · 3 voices · 2 citations
   Computer Science · Social Sciences · #Artificial Intelligence in Games #Digital Games and Media #Reinforcement Learning in Robotics #cs.AI
2. 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)
3. 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
   Computer Science · #Machine Learning and Algorithms #Reinforcement Learning in Robotics #Robotic Path Planning Algorithms #cs.AI #cs.LG
4. Reconstruction of boosted and resolved multi-Higgs-boson events with symmetry-preserving attention networks
   2024/12/05 by Haoyang Li, Li, Haoyang, M. Stamenkovic +27 · 5 citations
   Computer Science · Decision Sciences · Physics and Astronomy · #Computational Physics and Python Applications #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) #Particle physics theoretical and experimental studies #Scientific Computing and Data Management #Statistics and Probability (physics.data-an)