Pinned Repositories
Active_flow_control_past_cylinder_using_DRL
DeepReinforcementLearning_RayleighBenard2D_Control
Control of 2D Rayleigh Benard Convection using Deep Reinforcement Learning with Tensorforce and Shenfun.
DRL
Deep Reinforcement Learning
MA-AIRL
Multi-Agent Adversarial Inverse Reinforcement Learning, ICML 2019.
machine-learning-applied-to-cfd
Examples of how to use machine learning algorithms in computational fluid dynamics.
machine-learning-turbulence
maddpg-pytorch
PyTorch Implementation of MADDPG (Lowe et. al. 2017)
MARL_LES
Repository for data and scripts of "Automating Turbulence Modeling by Multi-Agent Reinforcement Learning"
tf_deep_rl_trader
Trading Environment(OpenAI Gym) + PPO(TensorForce)
turbulence-modeling-PIML
Data-driven Reynolds stress modeling with physics-informed machine learning
jwcy0529's Repositories
jwcy0529/DeepReinforcementLearning_RayleighBenard2D_Control
Control of 2D Rayleigh Benard Convection using Deep Reinforcement Learning with Tensorforce and Shenfun.
jwcy0529/DRL
Deep Reinforcement Learning
jwcy0529/tf_deep_rl_trader
Trading Environment(OpenAI Gym) + PPO(TensorForce)
jwcy0529/AGOD
AI-generated Optimization Decision
jwcy0529/Awesome-CV
:page_facing_up: Awesome CV is LaTeX template - skill section modified
jwcy0529/awesome-diffusion-model-in-rl
A curated list of Diffusion Model in RL resources (continually updated)
jwcy0529/awesome-cs-course
awesome university cs core courses
jwcy0529/awesome-FEM4CFD
A curated list of resources on FEM for CFD
jwcy0529/awesome-machine-learning-fluid-mechanics
Curated list for ML in FM
jwcy0529/deep-reinforcement-learning-for-AFC
jwcy0529/Deep_Object_Pose
Deep Object Pose Estimation (DOPE) – ROS inference (CoRL 2018)
jwcy0529/deepxde
A library for scientific machine learning and physics-informed learning
jwcy0529/dgl
Python package built to ease deep learning on graph, on top of existing DL frameworks.
jwcy0529/DiffRL
[ICLR 2022] Accelerated Policy Learning with Parallel Differentiable Simulation
jwcy0529/drl_in_fluids_articles
An overview of articles related to deep reinforcement learning in fluid mechanics
jwcy0529/drlfoam
Deep reinforcement learning with OpenFOAM
jwcy0529/flowtorch
flowTorch - a Python library for analysis and reduced-order modeling of fluid flows
jwcy0529/gpuFoam
Tools and extensions for GPU-accelerated OpenFOAM simulations
jwcy0529/HAVEN
Codes for the paper "HAVEN: Hierarchical Cooperative Multi-Agent Reinforcement Learning with Dual Coordination Mechanism"
jwcy0529/irl-imitation
Implementation of Inverse Reinforcement Learning (IRL) algorithms in Python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL
jwcy0529/ITHACA-FV
Reduced order modelling techniques for OpenFOAM
jwcy0529/lethe
Repository for the open-source lethe CFD/DEM/CFD-DEM project
jwcy0529/libWallModelledLES
A library for wall-modelled Large-Eddy Simulation in OpenFOAM.
jwcy0529/MARL-Papers
Paper list of multi-agent reinforcement learning (MARL)
jwcy0529/off-policy
PyTorch implementations of popular off-policy multi-agent reinforcement learning algorithms, including QMix, VDN, MADDPG, and MATD3.
jwcy0529/on-policy
This is the official implementation of Multi-Agent PPO (MAPPO).
jwcy0529/PyDMD
Python Dynamic Mode Decomposition
jwcy0529/torchFOAM
Using PyTorch within OpenFOAM
jwcy0529/x-transformers
A simple but complete full-attention transformer with a set of promising experimental features from various papers
jwcy0529/xuance
XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library