mjysh / RL3linkFishLinks
Example code implementation of learning to swim in potential flow via reinforcement learning
☆12Updated last year
Alternatives and similar repositories for RL3linkFish
Users that are interested in RL3linkFish are comparing it to the libraries listed below
Sorting:
- Repository from the paper https://arxiv.org/abs/1908.04127, to train Deep Reinforcement Learning in Fluid Mechanics Setup.☆65Updated 4 years ago
- reinforcement learning for active fluid control☆32Updated 4 years ago
- Parallelizing DRL for Active Flow control☆66Updated last year
- The code used, and a docker image to run it, of the paper `Exploiting locality and physical invariants to design effective Deep Reinforce…☆13Updated 5 years ago
- Robust active flow control over a range of Reynolds numbers using artificial neural network trained through deep reinforcement learning☆31Updated 4 years ago
- code for active flow control of flow around cynder using Deep Reinforcement Learning☆48Updated 3 years ago
- A multi-agent reinforcement learning environment to design and benchmark control strategies aimed at reducing drag in turbulent open chan…☆58Updated last year
- An RL-Gym for Challenge Problems in Data-Driven Modeling and Control of Fluid Dynamics.☆75Updated last week
- Deep reinforcement learning with OpenFOAM☆44Updated last month
- ☆16Updated last year
- ☆10Updated 3 years ago
- ☆22Updated 3 years ago
- code for performing active flow control of the 2D Karman street using Deep Reinforcement Learning☆167Updated last year
- Source code for "Deep Dynamical Modeling and Control of Unsteady Fluid Flows" from NeurIPS 2018☆49Updated 6 years ago
- A benchmark library for DRL-based flow control☆13Updated 5 months ago
- ☆14Updated 3 years ago
- Control of 2D Rayleigh Benard Convection using Deep Reinforcement Learning with Tensorforce and Shenfun.☆17Updated last year
- An open-source Python platform of coupling deep reinforcement learning and OpenFOAM☆158Updated 3 months ago
- Lightweight and scalable framework for Reinforcement Learning☆123Updated last year
- POD and DMD decomposition of data from fluid dynamics. This work has been produced during my internship at the von Karman Institute for F…☆32Updated 4 years ago
- Deep reinforcement learning to perform shape optimization☆66Updated 3 years ago
- DRLFluent: a distributed co-simulation framework coupling reinfocement learning and computational fluids dynamics on HPC.☆11Updated last month
- Methods and code for J. L. Callaham, J. N. Kutz, B. W. Brunton, and S. L. Brunton (2020)☆56Updated 4 years ago
- Shallow Learning for Flow Reconstruction with Limited Sensors and Limited Data☆37Updated 6 years ago
- Code repository for "Learned Turbulence Modelling with Differentiable Fluid Solvers"☆38Updated 2 years ago
- ☆20Updated 2 years ago
- ☆29Updated 6 years ago
- Dockerfile to create an image with OpenFOAM-plus and PyTorch support☆42Updated 8 months ago
- Direct Numerical Simulation of Fluid Flow with IBM Using Python☆32Updated last year
- Prediction of the velocity flow fields at a given distance from wall, starting from wall-measured quantities in wall-bounded turbulence☆20Updated 3 years ago