Jonyian's starred repositories
gpt_academic
为GPT/GLM等LLM大语言模型提供实用化交互接口，特别优化论文阅读/润色/写作体验，模块化设计，支持自定义快捷按钮&函数插件，支持Python和C++等项目剖析&自译解功能，PDF/LaTex论文翻译&总结功能，支持并行问询多种LLM模型，支持chatglm3等本地模型。接入通义千问, deepseekcoder, 讯飞星火, 文心一言, llama2, rwkv, claude2, moss等。
HighwayEnv
A minimalist environment for decision-making in autonomous driving
Graph_CAVs
The source code for our paper: Graph Reinforcement Learning Application to Co-operative Decision-Making in Mixed Autonomy Traffic: Framework, Survey, and Challenges. This code is developed based on our previous repository TorchGRL.
DDQN-for-traffic-control
Master thesis Data Science BGSE - Reinforcement Learning applied to Transport
TrafficLight-RL
Control Traffic lights intelligently with Reinforcement Learning!
GCQ_source
GCN CAV
traffic-optimization_RL
Deep Reinforcement Learning based traffic-control
RL-Baseline
本人学习过程中，用到的一些单智能体算法包括DQN，DDQN,PPO,PG
RLTrafficManager
This is a Machine Learning project made by myself, containing several algorithms from the Reinforcement Learning world (DQN, A2C, PPO) with Single and Multi-Agent approaches, to try and minimize waiting time for cars in the SUMO traffic simulator.
bachelors-thesis
Reinforcement learning for traffic light control.
CNN_traffic_sign
Traffic signs classification using CNN
sumo-multiagent
This is a multi agent reinforcement learning system using SUMO for large scale traffic light control
deep-rl-tsc
Distributed Deep Reinforcement Learning Traffic Signal Control
sumolights
SUMO adaptive traffic signal control - DQN, DDPG, Webster's, Max-pressure, Self-Organizing Traffic Lights
Deep-QLearning-Agent-for-Traffic-Signal-Control
A framework where a deep Q-Learning Reinforcement Learning agent tries to choose the correct traffic light phase at an intersection to maximize traffic efficiency.