Almeida49

gym

A toolkit for developing and comparing reinforcement learning algorithms.

TD3

Author's PyTorch implementation of TD3 for OpenAI gym tasks

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

xuance

XuanCe: A Comprehensive and Unified Deep Reinforcement Learning Library

PARL

A high-performance distributed training framework for Reinforcement Learning

DI-engine

OpenDILab Decision AI Engine

dopamine

Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.

ray

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a set of AI Libraries for accelerating ML workloads.

openai-python

The official Python library for the OpenAI API

tianshou

An elegant PyTorch deep reinforcement learning library.

robust_optimal_energy_scheduling

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/

d2l-zh

《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被70多个国家的500多所大学用于教学。

spinningup

An educational resource to help anyone learn deep reinforcement learning.

Electrical-Vehicle-V2G

electrical vehicle

ACN-Data-Static

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

MARL-resources-collection

A Collection of Multi-Agent Reinforcement Learning (MARL) Resources

Multi-Agent-Reinforcement-Learning-papers

Multi-Agent Reinforcement Learning (MARL) papers

Corrformer

About code release of "Interpretable Weather Forecasting for Worldwide Stations with a Unified Deep Model", Nature Machine Intelligence, 2023. https://www.nature.com/articles/s42256-023-00667-9

clashfree

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data-driven-capacity-estimation-from-voltage-relaxation

ST-EVCDP

This is a real-world dataset of 18,061 public electric vehicle (EV) charging piles for spatio-temporal charging demand prediction.

Panasonic-18650PF-Data

A brand new 2.9Ah Panasonic 18650PF cell was tested in an 8 cu.ft. thermal chamber with a 25 amp, 18 volt Digatron Firing Circuits Universal Battery Tester channel.

RUL

Transformer Network for Remaining Useful Life Prediction of Lithium-Ion Batteries

flow-forecast

Deep learning PyTorch library for time series forecasting, classification, and anomaly detection (originally for flood forecasting).

MTGNN

address

Energy-Hub-Market-Operation

Participation of an Energy Hub in Electricity and Heat Distribution Markets:

Dataset-of-HRP-38-test-system

This repository includes the dataset of HRP-38 system in both .xlsx and .mat file. The index of the selected typical day used in Case Study is also included.

pyCREST

A python implementation of the CREST demand model - for creating multiple profiles.