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Add FluidMechanics project (#460)
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* Adding FluidMechanics project using StableBaseline

* Update projects.rst

* Update Changelog Fenics-DRL
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DonsetPG authored and araffin committed Aug 29, 2019
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Expand Up @@ -41,6 +41,7 @@ Others:
Documentation:
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- Add WaveRL project (@jaberkow)
- Add Fenics-DRL project (@DonsetPG)


Release 2.7.0 (2019-07-31)
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14 changes: 14 additions & 0 deletions docs/misc/projects.rst
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Expand Up @@ -122,3 +122,17 @@ Reinforcement learning is used to train agents to control pistons attached to a
| Email: jackberkowitz88@gmail.com
| GitHub: https://github.com/jaberkow/WaveRL
| Presentation: http://bit.ly/WaveRLslides
Fenics-DRL: Fluid mechanics and Deep Reinforcement Learning
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Deep Reinforcement Learning is used to control the position or the shape of obstacles in different fluids in order to optimize drag or lift. `Fenics <https://fenicsproject.org>`_ is used for the Fluid Mechanics part, and Stable Baselines is used for the DRL.


| Authors: Paul Garnier, Jonathan Viquerat, Aurélien Larcher, Elie Hachem
| Email: paul.garnier@mines-paristech.fr
| GitHub: https://github.com/DonsetPG/openFluid
| Paper: https://arxiv.org/abs/1908.04127
| Website: https://donsetpg.github.io/blog/2019/08/06/DRL-FM-review/

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