jwcy0529

DeepReinforcementLearning_RayleighBenard2D_Control

Control of 2D Rayleigh Benard Convection using Deep Reinforcement Learning with Tensorforce and Shenfun.

DRL

Deep Reinforcement Learning

tf_deep_rl_trader

Trading Environment(OpenAI Gym) + PPO(TensorForce)

AGOD

AI-generated Optimization Decision

Awesome-CV

:page_facing_up: Awesome CV is LaTeX template - skill section modified

awesome-diffusion-model-in-rl

A curated list of Diffusion Model in RL resources (continually updated)

awesome-cs-course

awesome university cs core courses

awesome-FEM4CFD

A curated list of resources on FEM for CFD

awesome-machine-learning-fluid-mechanics

Curated list for ML in FM

deep-reinforcement-learning-for-AFC

Deep_Object_Pose

Deep Object Pose Estimation (DOPE) – ROS inference (CoRL 2018)

deepxde

A library for scientific machine learning and physics-informed learning

dgl

Python package built to ease deep learning on graph, on top of existing DL frameworks.

DiffRL

[ICLR 2022] Accelerated Policy Learning with Parallel Differentiable Simulation

drl_in_fluids_articles

An overview of articles related to deep reinforcement learning in fluid mechanics

drlfoam

Deep reinforcement learning with OpenFOAM

flowtorch

flowTorch - a Python library for analysis and reduced-order modeling of fluid flows

gpuFoam

Tools and extensions for GPU-accelerated OpenFOAM simulations

HAVEN

Codes for the paper "HAVEN: Hierarchical Cooperative Multi-Agent Reinforcement Learning with Dual Coordination Mechanism"

irl-imitation

Implementation of Inverse Reinforcement Learning (IRL) algorithms in Python/Tensorflow. Deep MaxEnt, MaxEnt, LPIRL

ITHACA-FV

Reduced order modelling techniques for OpenFOAM

lethe

Repository for the open-source lethe CFD/DEM/CFD-DEM project

libWallModelledLES

A library for wall-modelled Large-Eddy Simulation in OpenFOAM.

MARL-Papers

Paper list of multi-agent reinforcement learning (MARL)

off-policy

PyTorch implementations of popular off-policy multi-agent reinforcement learning algorithms, including QMix, VDN, MADDPG, and MATD3.

on-policy

This is the official implementation of Multi-Agent PPO (MAPPO).

PyDMD

Python Dynamic Mode Decomposition

torchFOAM

Using PyTorch within OpenFOAM

x-transformers

A simple but complete full-attention transformer with a set of promising experimental features from various papers

xuance

XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library