panyxy

panyxy's Stars

• tensorflow/models

  Models and examples built with TensorFlow

  Language:Python77.2k2.7k7.3k45.8k

• shap/shap

  A game theoretic approach to explain the output of any machine learning model.

  Language:Jupyter Notebook22.8k2432.5k3.3k

• tkipf/gcn

  Implementation of Graph Convolutional Networks in TensorFlow

  Language:Python7.1k1571942k

• ibab/tensorflow-wavenet

  A TensorFlow implementation of DeepMind's WaveNet paper

  Language:Python5.4k2642781.3k

• williamleif/GraphSAGE

  Representation learning on large graphs using stochastic graph convolutions.

  Language:Python3.4k77166843

• PetarV-/GAT

  Graph Attention Networks (https://arxiv.org/abs/1710.10903)

  Language:Python3.2k4576645

• mars-project/mars

  Mars is a tensor-based unified framework for large-scale data computation which scales numpy, pandas, scikit-learn and Python functions.

  Language:Python2.7k921.2k326

• rlworkgroup/garage

  A toolkit for reproducible reinforcement learning research.

  Language:Python1.9k561k310

• openai/maddpg

  Code for the MADDPG algorithm from the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

  Language:Python1.6k15067490

• vmayoral/basic_reinforcement_learning

  An introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.

  Language:Jupyter Notebook1.1k614357

• shariqiqbal2810/MAAC

  Code for "Actor-Attention-Critic for Multi-Agent Reinforcement Learning" ICML 2019

  Language:Python669738173

• eugenevinitsky/sequential_social_dilemma_games

  Repo for reproduction of sequential social dilemmas

  Language:Python38715128132

• minqi/learning-to-communicate-pytorch

  Learning to Communicate with Deep Multi-Agent Reinforcement Learning in PyTorch

  Language:Python34616179

• f90/Wave-U-Net-Pytorch

  Improved Wave-U-Net implemented in Pytorch

  Language:Python30841363

• alexfrom0815/Online-3D-BPP-DRL

  This repository contains the implementation of paper Online 3D Bin Packing with Constrained Deep Reinforcement Learning.

  Language:Python29772067

• andrew-j-levy/Hierarchical-Actor-Critc-HAC-

  This repository contains the code to implement the Hierarchical Actor-Critic (HAC) algorithm.

  Language:Python253111261

• IC3Net/IC3Net

  Code for ICLR 2019 paper: Learning when to Communicate at Scale in Multiagent Cooperative and Competitive Tasks

  Language:Python21051149

• TonghanWang/ROMA

  Codes accompanying the paper "ROMA: Multi-Agent Reinforcement Learning with Emergent Roles" (ICML 2020 https://arxiv.org/abs/2003.08039)

  Language:Python14941434

• wwxFromTju/deepmind_MAS_enviroment

  some Multiagent enviroment in 《Multi-agent Reinforcement Learning in Sequential Social Dilemmas》 and 《Value-Decomposition Networks For Cooperative Multi-Agent Learning》

  Language:Python1307125

• hsvgbkhgbv/SQDDPG

  This is a framework for the research on multi-agent reinforcement learning and the implementation of the experiments in the paper titled by ''Shapley Q-value: A Local Reward Approach to Solve Global Reward Games''.

  Language:Python11241042

• madras-simulator/MADRaS

  Multi-Agent DRiving Simulator

  Language:Python8961920

• TonghanWang/NDQ

  Codes accompanying the paper "Learning Nearly Decomposable Value Functions with Communication Minimization" (ICLR 2020)

  Language:Python825716

• Sonkyunghwan/QTRAN

  There will be updates later

  Language:Python801415

• turingaicloud/quickstart

  https://tacc.ust.hk

  Language:Python75496

• mzho7212/LICA

  [NeurIPS 2020] PyTorch implementation of "Learning Implicit Credit Assignment for Cooperative Muti-Agent Reinforcement Learning"

  Language:Python581614

• AnujMahajanOxf/MAVEN

  Submission for MAVEN: Multi-Agent Variational Exploration

  Language:Python5771121

• ml3705454/mapr2

  Language:Python431114

• QDPP-GitHub/QDPP

  Multi-Agent Determinantal Q-Learning

  Language:Jupyter Notebook41228

• saizhang0218/TMC

  Pytorch implementation of "Succinct and Robust Multi-Agent Communication With Temporal Message Control"

  Language:Python262610

• caslab-vt/SARNet

  Code repository for SARNet: Learning Multi-Agent Communication through Structured Attentive Reasoning (NeurIPS 2020)

  Language:Python24468