Popular GitHub Repositories for Lagrangian

Code repository for "Lagrangian Fluid Simulation with Continuous Convolutions", ICLR 2020.

Official implementation of the MM'21 paper "Constrained Graphic Layout Generation via Latent Optimization" (LayoutGAN++, CLG-LO, and Layout evaluation)

Implementation of PPO Lagrangian in PyTorch

To address some of the failure modes in training of physics informed neural networks, a Lagrangian architecture is designed to conform to the direction of travel of information in convection-diffusion equations, i.e., method of characteristic; The repository includes a pytorch implementation of PINN and proposed LPINN with periodic boundary conditions

Lagrangian VAE

Code for the ICCV 2021 paper "Augmented Lagrangian Adversarial Attacks"

Official implementation for our paper "Unsupervised Learning of Lagrangian Dynamics from Images for Prediction and Control"

data-driven incentive mechanisms for federated learning in vehicular networks

Parameterizable Auto-differentiable Simulators of ocean Trajectories in jAX.

This repository contains the code for a new Safe Multi-Agent Reinforcement Learning (MARL) algorithm. It integrates deep policy gradients with a Lagrangian multiplier framework to enable autonomous agents to learn cooperative strategies while rigorously adhering to safety constraints and maximizing rewards.

Constraint‑Aware Meta‑Optimizer for Policy‑Gradient RL