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advanced_xlight

Official code for "Expression is enough: Improving traffic signal control with advanced traffic state representation ".

attentionlight

Official code for "Knowledge intensive state design for traffic signal control"

awesome-reinforcement-learning-lib

GitHub's code repository is all you need

baselines

OpenAI Baselines: high-quality implementations of reinforcement learning algorithms

cil-ddqn

code of paper 《Independent Reinforcement Learning for Weakly Cooperative Multiagent Traffic Control Problem》

citybrainlab

cityflow_dyn

A Multi-Agent Reinforcement Learning Environment for Large Scale City Traffic Scenario

citylearn-2020-pikapika

CityLearn Challenge Multi-Agent Reinforcement Learning for Intelligent Energy Management, 2020, PikaPika team

cleanrl

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

corl

High-quality single-file implementations of SOTA Offline RL algorithms: AWAC, BC, CQL, DT, EDAC, IQL, SAC-N, TD3+BC, LB-SAC

cs-roadmap

❤️这是一条汇总网上许多资料，而不是资料的纯粹堆砌，让人眼花缭乱的复制粘贴，这不是帮你在总结所有的知识点，而是根据实际的计算机系课程来安排学习路线，并且配合上面向就业的学习，与完全跟着学校课程相比，做到了不和工业界面试不脱节，非常实际、非常认真、非常掉头发，真心求个视频三连！

deeprl-tutorials

Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch

deeprl_network

multi-agent deep reinforcement learning for networked system control.

deeprl_signal_control

multi-agent deep reinforcement learning for large-scale traffic signal control.

di-drive

Decision Intelligence Platform for Autonomous Driving simulation.

dm_control

DeepMind's software stack for physics-based simulation and Reinforcement Learning environments, using MuJoCo.

drl-signal

a deep reinforcement learning algorithm(dqn) for traffic signal control

dynamiclight

Official code for article <DynamicLight: Dynamically Tuning Traffic Signal Duration with DRL>.

ebooks

eBook分享大集合：主要以IT领域经典书籍收藏，以备不时之需。

ecole

Extensible Combinatorial Optimization Learning Environments

efficient_xlight

Official code for "Efficient Pressure: Improving efficiency for signalized intersections ".

epymarl_resco

EPyMARL codebase modified to operate the RESCO benchmark environments

free-docker-books

Learn books from Docker & K8s

fucking-algorithm

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

gen_pandapower_pv

Network generation for paper Multi-Agent Reinforcement Learning for Active Voltage Control on Power Distribution Networks.

generalight

genshin_auto_fish

基于深度强化学习的原神自动钓鱼AI

gnn_review

GNN综述阅读报告

guandan-ai

A Rule-Based Guan-Dan AI

ipdalight

IPDALight for traffic signal control