PPO x Family DRL Tutorial Course（决策智能入门级公开课：8节课帮你盘清算法理论，理顺代码逻辑，玩转决策AI应用实践 ）

[NeurIPS 2023 Spotlight] LightZero: A Unified Benchmark for Monte Carlo Tree Search in General Sequential Decision Scenarios (awesome MCTS)

AAAI'24: Prompt to Transfer: Sim-to-Real Transfer for Traffic Signal Control with Prompt Learning

This repository contains the code for the paper "LLM-Assisted Light: Leveraging Large Language Model Capabilities for Human-Mimetic Traffic Signal Control in Complex Urban Environments".

IPDALight for traffic signal control

An Efficient and Realistic Traffic Simulator with Embedded Machine Learning Models

[ICLR 2024] Official implementation of " 🦙 Time-LLM: Time Series Forecasting by Reprogramming Large Language Models"

Structured state space sequence models

Mamba SSM architecture

Educational materials for universities

Materials for the Hugging Face Diffusion Models Course

Public repo for HF blog posts

This repo contains the Hugging Face Deep Reinforcement Learning Course.

手把手带你实战 Huggingface Transformers 课程视频同步更新在B站与YouTube

IJMLC: Open-TI: Open Traffic Intelligence with Augmented Language Model

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

Decision Transformer: A brand new Offline RL Pattern.

Minimal example to apply Decision Transformer in Atari Pong

The official GitHub page for the survey paper "A Survey of Large Language Models".

面向开发者的 LLM 入门教程，吴恩达大模型系列课程中文版

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

The official code for "One Fits All: Power General Time Series Analysis by Pretrained LM (NeurIPS 2023 Spotlight)"

A Library for Advanced Deep Time Series Models for General Time Series Analysis.

A professional list on Large (Language) Models and Foundation Models (LLM, LM, FM) for Time Series, Spatiotemporal, and Event Data.

SUMO Pytorch Deep Reinforcement Learning Traffic Signal Control

Cooperative control for traffic light signals and connected autonomous vehicles using deep reinforcement learning

Environment friendly traffic signal control with deep reinforcement learning

Official codebase for Decision Transformer: Reinforcement Learning via Sequence Modeling.