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

Kolmogorov Arnold Networks

Code for running RL experiments on continuing (non-episodic) problems.

Kolmogorov-Arnold Network for Reinforcement Leaning, initial experiments

Kolmogorov-Arnold Transformer: A PyTorch Implementation with CUDA kernel

A More Fair and Comprehensive Comparison between KAN and MLP

Short experiment with Deep Q-Learning + KAN to play Flappy Bird.

A comprehensive collection of KAN(Kolmogorov-Arnold Network)-related resources, including libraries, projects, tutorials, papers, and more, for researchers and developers in the Kolmogorov-Arnold N…

PromptGAT: Prompt learning for Sim2Real under reinforcement learning

IntelliLight: A Reinforcement Learning Approach for Intelligent Traffic Light Control

Official code for article "LLMLight: Large Language Models as Traffic Signal Control Agents".

Code for "Traffic Signal Cycle Control with Centralized Critic and Decentralized Actors under Varying Intervention Frequencies"

The source code of paper "Decentralized Neighbouring Information Fusion for Traffic Network Signal Control" and related baselines.

汇总各大互联网公司容易考察的高频leetcode题🔥

MetaLight: a value-based meta-reinforcement learning framework for traffic signal control

TransformerLight: A Novel Sequence Modeling Based Traffic Signaling Mechanism via Gated Transformer (29th ACM SIGKDD)

An elegant PyTorch deep reinforcement learning library.

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

Latex code for making neural networks diagrams

The pytorch implementation of DGN on grid world and Starcraft

Code exploring the use of reward machines in the context of cooperative multi-agent reinforcement learning.

suPER is a collaborative multi-agent RL algorithm

Public implementation of "Multi-Agent Graph-Attention Communication and Teaming" from AAMAS'21