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。

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HighwayEnv

A minimalist environment for decision-making in autonomous driving

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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.

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deeprl

multi-threading and multi-processing implementation of deep RL algorithms

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DDQN-for-traffic-control

Master thesis Data Science BGSE - Reinforcement Learning applied to Transport

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TrafficLight-RL

Control Traffic lights intelligently with Reinforcement Learning!

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GCQ_source

GCN CAV

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traffic-optimization_RL

Deep Reinforcement Learning based traffic-control

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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

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SUMO-RL

使用DDQN算法控制单个路口的红绿灯

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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.

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bachelors-thesis

Reinforcement learning for traffic light control.

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CNN_traffic_sign

Traffic signs classification using CNN

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coop

CoOP: V2V-based Cooperative Overtaking for Platoons on Freeways

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sumo-multiagent

This is a multi agent reinforcement learning system using SUMO for large scale traffic light control

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gym-sumo

OpenAI gym wrapper for SUMO

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deep-rl-tsc

Distributed Deep Reinforcement Learning Traffic Signal Control

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sumolights

SUMO adaptive traffic signal control - DQN, DDPG, Webster's, Max-pressure, Self-Organizing Traffic Lights

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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.

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ebookMLCB

ebook Machine Learning cơ bản

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l5kit

L5Kit - https://woven.toyota

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RESCO

Reinforcement Learning Benchmarks for Traffic Signal Control (RESCO)

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carla

Open-source simulator for autonomous driving research.

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sumo-marl

Simulation of Urban Mobility (SUMO) for Multi-Agent Reinforcement Learning

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