Tianyu Zhang's repositories
MARL-Social-Dilemmas
An empirical evaluation of 3 multi-agent reinforcement learning algorithms (A3C, PPO, R2D2) across 2 social dilemma environments (Clean Up and Prisoner's Dilemma)
message-ix-models
Tools for the MESSAGEix-GLOBIOM family of models
slideslive-slides-dl
slideslive slides downloading script
video2frames
The incentive to make this script is to get slides from presentation videos
BioSeq-GFN-AL
Code for "Biological Sequence Design with GFlowNets", 2022
cap6
The Carbon Asset Pricing model - AR6 (CAP6) is a dynamical integrated assessment model that uses an asset pricing framework to compute the 'optimal' carbon price. Each component is up-to-date with the sixth assessment report by the IPCC.
distributed-pytorch-template
This is a seed project for distributed PyTorch training, which was built to customize your network quickly
dm-haiku
JAX-based neural network library
easy-rl
强化学习中文教程（蘑菇书），在线阅读地址：https://datawhalechina.github.io/easy-rl/
FREENOM-automatic-renewal
FREENOM自动云续期
GflowNets_Tutorial
GflowNets, MCMC, Metropolis-Hasting, Gibbs sampling, Metropolis-adjusted Langevin, Inverse Transform Sampling, Acceptance-Rejection Method and Important Sampling
learning-to-learn-by-gradient-descent-by-gradient-descent
Pytorch version of NIPS'16 "Learning to learn by gradient descent by gradient descent"
Learning-to-learn-by-gradient-descent-by-gradient-descent-
This repo is a working copy of the repo https://github.com/chenwydj/learning-to-learn-by-gradient-descent-by-gradient-descenthttps://github.com/chenwydj/learning-to-learn-by-gradient-descent-by-gradient-descent
maddpg-pettingzoo-pytorch
implementation of MADDPG using PettingZoo and PyTorch
muzero-general
MuZero
online-dt
Online Decision Transformer
paper-reading
深度学习经典、新论文逐段精读
Pix2Text
Pix In, Text Out. Recognize Chinese, English Texts, and Math Formulas of Images. Automatically choose the appropriate recognition model.
python_control_mc
MC Control by Python
PyTorchTricks
Some tricks of pytorch... :star:
rdpwrap.ini
RDPWrap.ini for RDP Wrapper Library by Stas'M
SAF
This repository contains code for the paper "Stateful Active Facilitator: Coordination and Environmental Heterogeneity in Cooperative Multi-Agent Reinforcement Learning". https://arxiv.org/abs/2210.03022
tdmpc
Code for "Temporal Difference Learning for Model Predictive Control"
txt2bmp
encode a txt file to a bmp file in a trivial way