Alexander Shmakov

发表

Rxn Hypergraph: a Hypergraph Attention Model for Chemical Reaction Representation pdf

Pierre Baldi, Mohammadamin Tavakoli, Alexander Shmakov, 2022, ArXiv.

Improved Modeling of the Discrete Component of the Galactic Interstellar Gamma-ray Emission and Implications for the Fermi-LAT Galactic Center Excess

P. Baldi, Mohammadamin Tavakoli, Alexander Shmakov, 2022, 2206.02809.

Deep Learning Models of the Discrete Component of the Galactic Interstellar Gamma-Ray Emission

P. Baldi, Mohammadamin Tavakoli, Alexander Shmakov, 2022, ArXiv.

Obtaining Approximately Admissible Heuristic Functions through Deep Reinforcement Learning and A* Search

P. Baldi, Roy Fox, Forest Agostinelli, 2021 .

SPANet: Generalized Permutationless Set Assignment for Particle Physics using Symmetry Preserving Attention

P. Baldi, D. Whiteson, Alexander Shmakov, 2021, SciPost Physics.

Deep Learning to Reconstruct Gas Skymaps for Dark Matter Detection

Mohammadamin Tavakoli, Alexander Shmakov, C. Karwin, 2020 .

Solving the Rubik's Cube with Approximate Policy Iteration

Pierre Baldi, Forest Agostinelli, Stephen McAleer, 2018, ICLR.

SPANet: Generalized Permutationless Set Assignment for Particle Physics using Symmetry Preserving Attention pdf

Pierre Baldi, Ta-Wei Ho, Michael James Fenton, 2021, SciPost Physics.

A* Search Without Expansions: Learning Heuristic Functions with Deep Q-Networks pdf

Pierre Baldi, Roy Fox, Forest Agostinelli, 2021, ArXiv.

Permutationless Many-Jet Event Reconstruction with Symmetry Preserving Attention Networks pdf

Daniel Whiteson, Pierre Baldi, Shih-Chieh Hsu, 2020, Physical Review D.

Solving the Rubik’s cube with deep reinforcement learning and search

Pierre Baldi, Forest Agostinelli, Stephen McAleer, 2019, Nature Machine Intelligence.

End-To-End Latent Variational Diffusion Models for Inverse Problems in High Energy Physics

P. Baldi, D. Whiteson, Alexander Shmakov, 2023, NeurIPS.

A* Search Without Expansions: Learning Heuristic Functions with Deep Q-Networks

P. Baldi, Roy Fox, Forest Agostinelli, 2021, ArXiv.

Deep Learning Models of the Discrete Component of the Galactic Interstellar Gamma-Ray Emission

P. Baldi, Mohammadamin Tavakoli, Alexander Shmakov, 2022, Physical Review D.

Solving the Rubik's Cube Without Human Knowledge pdf

Pierre Baldi, Forest Agostinelli, Stephen McAleer, 2018, ArXiv.

Robustness with Black-Box Adversarial Attack using Reinforcement Learning

Ashwin Ramesh Babu, Ricardo Luna Gutierrez, Alexander Shmakov, 2023 .

Deep Learning for Drug Discovery and Cancer Research: Automated Analysis of Vascularization Images

Pierre Baldi, Chris Hughes, Gregor Urban, 2019, IEEE/ACM Transactions on Computational Biology and Bioinformatics.

Function Approximation for Reinforcement Learning Controller for Energy from Spread Waves

Ashwin Ramesh Babu, Alexander Shmakov, Avisek Naug, 2023, IJCAI.

Improved modeling of the discrete component of the Galactic interstellar γ -ray emission and implications for the Fermi –LAT Galactic Center excess

P. Baldi, Mohammadamin Tavakoli, Alexander Shmakov, 2022, Physical Review D.

Skip Training for Multi-Agent Reinforcement Learning Controller for Industrial Wave Energy Converters

Ashwin Ramesh Babu, Alexander Shmakov, Alexandre Frederic Julien Pichard, 2022, 2022 IEEE 18th International Conference on Automation Science and Engineering (CASE).

Multi-Agent Reinforcement Learning Controller to Maximize Energy Efficiency for Multi-Generator Industrial Wave Energy Converter

Ashwin Ramesh Babu, P. Faraboschi, Alexander Shmakov, 2022, AAAI.