rainwangphy Goto Github PK

meta-learning-curiosity-algorithms

mfrl

Mean Field Multi-Agent Reinforcement Learning

micro-rct

mini-alphastar

A mini-scale reproduction code of the AlphaStar program. Note: the original AlphaStar is the AI proposed by DeepMind to play StarCraft II.

minimalrl

Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)

mixture-of-experts

A Pytorch implementation of Sparsely-Gated Mixture of Experts, for massively increasing the parameter count of language models

mlec

models

Models and examples built with TensorFlow

mog_dqn_car_racing

molclr

MolCLR in PyTorch Geometric

molgan-pytorch

Pytroch implementation of MolGAN: An implicit generative model for small molecular graphs (https://arxiv.org/abs/1805.11973)

mtcnn-pytorch

pytorch implementation of face detection algorithm MTCNN

mtcnn-pytorch-1

A face detection algorithm

mtmfrl

Multi Type Mean Field Reinforcement Learning

multi-agent-reinforcement-learning-environment

Hello, I pushed some python environments for Multi Agent Reinforcement Learning.

muzero-general

MuZero

muzero-pytorch

Pytorch Implementation of MuZero

neuralrg

Pytorch source code for arXiv paper Neural Network Renormalization Group, a generative model using variational renormalization group and normalizing flow.

ogda-last-iterate

online-continual-learning

A collection of online continual learning paper implementations for computer vision.

open-l2o

Open-L2O: A Comprehensive and Reproducible Benchmark for Learning to Optimize Algorithms

open_spiel

OpenSpiel is a collection of environments and algorithms for research in general reinforcement learning and search/planning in games.

opensc2k

OpenSC2K - An Open Source remake of Sim City 2000 by Maxis

option-critic

A Tensorflow implementation of the Option-Critic Architecture

oscillator-simulation

A coupled oscillator simulation in Matlab

ot-icnn

Learning the optimal transport map via input convex neural neworks

p-dro

Code for the paper "Modeling the Second Player in Distributionally Robust Optimization"

pandemicsimulator

Pandemic Simulator

patchgame

PyTorch implementation of "PatchGame: Learning to Signal Mid-level Patches in Referential Games" to appear in NeurIPS 2021

pc-darts

PC-DARTS:Partial Channel Connections for Memory-Efficient Differentiable Architecture Search