Autonomous atom manipulation - in this project, we use deep reinforcement learning algorithms including soft actor-critic, hindsight experience replay, and emphasize recent experience replay to automatize atom manipulation in the Createc scanning tunneling microscope system.
☆16Mar 6, 2023Updated 3 years ago
Alternatives and similar repositories for Atom_manipulation_with_RL
Users that are interested in Atom_manipulation_with_RL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- python module for communicating via nanonis TCP protocal☆19Dec 18, 2025Updated 3 months ago
- Benchmarking of 1D pattern classification networks☆10Jul 19, 2023Updated 2 years ago
- Benchmark and reference set for conformational energies in peptides☆12Oct 10, 2018Updated 7 years ago
- A Dual-Channel, Low Noise, Modular, 100 kHz Bandwidth, 24-Bit Data Acquisition (DAQ) Device / FFT Signal Analyzer☆15Sep 26, 2022Updated 3 years ago
- Microscopy software framework☆26Sep 24, 2024Updated last year
- A synthesis planning algorithm designed by Jiadong Chen, Wenhao Sun, in University of Michigan.☆22Aug 27, 2024Updated last year
- Let's play with digital holograms☆11Jul 4, 2021Updated 4 years ago
- ☆21Aug 21, 2025Updated 7 months ago
- Software for controlling SPECS Nanonis☆10Sep 1, 2025Updated 6 months ago
- Learning bisimulation metrics for control, particularly suited to sparse reward settings☆10Feb 28, 2023Updated 3 years ago
- Benchmark AFLOW Data Sets for Machine Learning doi.org/10.1007/s40192-020-00174-4☆11Aug 29, 2020Updated 5 years ago
- Solutions to exercises in the book *Learn Physics with Functional Programming*☆11Mar 8, 2025Updated last year
- Implementation of AGDIFF: Attention-Enhanced Diffusion for Molecular Geometry Prediction☆16Jun 19, 2025Updated 9 months ago
- Collection of basic and advanced Tensor Algebra operations using Matlab and Python.☆15Jul 14, 2022Updated 3 years ago
- Code for Q-learning with parametrized quantum circuits in OpenAI Gym environments.☆13Nov 12, 2021Updated 4 years ago
- An example of a solution to the 3D Poisson's equation using in-place, real-to-complex, discrete Fourier transform with the FFTW library (…☆11Jun 16, 2020Updated 5 years ago
- ☆19May 15, 2023Updated 2 years ago
- This repository provides the videos that accompany the paper: Deep Reinforcement Learning Control of Quantum Cartpoles☆10May 22, 2020Updated 5 years ago
- Multimodal Transformer for Predicting Global Minimum Adsorption Energy☆27Apr 5, 2025Updated 11 months ago
- An extension of CellPyLib, enabling 3d cellular automaton☆13Aug 7, 2022Updated 3 years ago
- A thesis latex template for Monash University. It can be used directly on overleaf. It is modified from University of Melbourne's templat…☆27Jul 8, 2021Updated 4 years ago
- An OpenAI Gym environment for the Jaco2 robotic arm by Kinova. The environment is implemented both for the real arm and the Gazebo simula…☆10Apr 20, 2020Updated 5 years ago
- Optimised python package for digital holographic microscopy, both inline and off-axis, with GPU support.☆18Mar 17, 2026Updated last week
- Hartree-Fock Python☆20Jan 14, 2023Updated 3 years ago
- ☆16Sep 22, 2023Updated 2 years ago
- Лекции и материалы по курсу "Практикум на ЭВМ 2022/2023" осеннего семестра для студентов 3 курса кафедры ММП, ВМК МГУ☆11Dec 28, 2022Updated 3 years ago
- Reconstruct in-line holograms with a single image.☆19Jun 6, 2021Updated 4 years ago
- ☆22Dec 13, 2023Updated 2 years ago
- The code used, and a docker image to run it, of the paper `Exploiting locality and physical invariants to design effective Deep Reinforce…☆13Dec 10, 2019Updated 6 years ago
- Open Source Data Acquisition System☆23Dec 20, 2022Updated 3 years ago
- Visualise atomic and molecular system structures and trajectories☆13Jan 10, 2026Updated 2 months ago
- classification for intrusion detection☆10Nov 12, 2018Updated 7 years ago
- MatLab implementation of paper "Large-scale holographic particle 3D imaging with the beam propagation model"☆16May 20, 2021Updated 4 years ago
- ☆24Jul 5, 2023Updated 2 years ago
- A lot of useful DS links☆16Jul 28, 2024Updated last year
- Code of "Snapshot Space-Time Holographic 3D Particle Tracking Velocimetry", Laser & Photonics Reviews, 2021.☆21Sep 24, 2024Updated last year
- Source code of NeurIPS 2021 paper “Meta Knowledge on Heterogeneous Graph for Illicit Drug Trafficker Detection on Social Media”☆13Mar 15, 2022Updated 4 years ago
- CEH v13 exam resources & Tips☆38Jun 24, 2025Updated 9 months ago
- A minimal codebase for PPO training on MuJoCo environments with some customization supports.☆18May 17, 2022Updated 3 years ago