Clover: Toward Sustainable AI with Carbon-Aware Machine Learning Inference Service

A V2G Simulation Environment for large scale EV charging optimization

This is the official implementation of Multi-Agent PPO.

Book_1_《编程不难》 | 鸢尾花书：从加减乘除到机器学习；请多多批评指正！

High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)

Jax and Torch Multi-Agent SAC on PettingZoo API

This is a static version of ACN-Data (https://ev.caltech.edu/dataset), collected from three sites from 2018 to 2020.

Research tools for the Adaptive Charging Network

Case studies to demonstrate the use of ACN-Sim.

Official implementation of HARL algorithms based on PyTorch.

Fine-tuned MARL algorithms on SMAC (100% win rates on most scenarios)

On optimizing bidirectional charging flexibility an EV VPP using RL. It provides incentive-compatible contracts, aggregation algorithms, and evaluation for maximizing profit and robust performance …

Code for "Efficient Trading of Aggregate Bidirectional EV Charging Flexibility with Reinforcement Learning". It contains incentive-compatible contracts, flexibility aggregation and disaggregation a…

对各类图书资源的收集。大量计算机、AI方面书籍。

🔨 A toolbox for federated learning, aiming to provide implementations of FedAvg, FedProx, Ditto, etc. in multiple versions, such as Pytorch/Tensorflow, single-machine/distributed, synchronized/asyn…

自建拼音输入法词库，百万常用词汇量，适配 Fcitx5 (Linux / Android) 及 Gboard (Android + Magisk or KernelSU) 。

Use ChatGPT to summarize the arXiv papers. 全流程加速科研，利用chatgpt进行论文全文总结+专业翻译+润色+审稿+审稿回复

【编程随想】收藏的电子书清单（多个学科，含下载链接）

✨ A plotter for reinforcement learning (RL)

We extend pymarl2 to pymarl3, equipping the MARL algorithms with permutation invariance and permutation equivariance properties. The enhanced algorithm achieves 100% win rates on SMAC-V1 and superi…

This is the official implementation of Multi-Agent PPO (MAPPO).

XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library

Ray is an AI compute engine. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

A Python module for getting the GPU status from NVIDA GPUs using nvidia-smi programmically in Python

For deep RL and the future of AI.

This repository is for an open-source environment for multi-agent active voltage control on power distribution networks (MAPDN).

One repository is all that is necessary for Multi-agent Reinforcement Learning (MARL)

An API standard for multi-agent reinforcement learning environments, with popular reference environments and related utilities