Popular GitHub Repositories for Nash Equilibrium

A PyTorch library entirely dedicated to neural differential equations, implicit models and related numerical methods

Tensorflow implementation of "BEGAN: Boundary Equilibrium Generative Adversarial Networks"

A pytorch implementation of pix2pix + BEGAN (Boundary Equilibrium Generative Adversarial Networks)

Code for KDD 2020 paper Robust Spammer Detection by Nash Reinforcement Learning

Implementation of deep implicit attention in PyTorch

Ying Nian Wu's UCLA Statistical Machine Learning Tutorial on generative modeling.

Implicit Layer Machine Learning via Deep Equilibrium Networks, O(1) backpropagation with accelerated convergence.

Physics-inspired transformer modules based on mean-field dynamics of vector-spin models in JAX

[TMLR 2024] Generalizing Denoising to Non-Equilibrium Structures Improves Equivariant Force Fields

Nash Q Learning

Computing mixed-strategy Nash Equilibria for games involving multiple players

MasterAI is an AI poker dedicated to suport n-play (single- or multi-agent) Texas Hold'em imperfect-informatin games.

Implementation of "Denoise Pretraining on Non-equilibrium Molecular Conformations for Accurate and Transferable Neural Potentials" in PyTorch.

PyTorch implementation of Neural Netowrk Differential Equation Plasma Equilibrium Solver.

My MSc project on applying, tuning and modifying the PPO and A2C algorithms to Pettingzoo MARL library two player poker game

Codebase for federated mixture of experts.

The Double Inverted Pendulum consists of two joint pendulums connected to a cart that is moving on a track, the RL agent needs to keeps in equilibrium the Double Inverted Pendulum.

Official implementation of DEQ-MPI: A deep equilibrium reconstruction model for magnetic particle imaging

A Jupyter Notebook applet to teach and explore Multi Agent Reinforcement Learning - the Nash Q Learning. "Multi agent systems" project @ PoliMi

Solving Jigsaw Puzzles using Relaxation Labeling. Code relative to the paper: Nash Meets Wertheimer: Using Good Continuation in Jigsaw Puzzles (ACCV 2024)