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buaaguotong's Projects

astgcn-r-pytorch icon astgcn-r-pytorch

Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version

clgridworld icon clgridworld

Configurable Curriculum Learning Domain for Reinforcement Learning Agents. As specified by [Narvekar, Sanmit, Jivko Sinapov, and Peter Stone. "Autonomous Task Sequencing for Customized Curriculum Design in Reinforcement Learning." IJCAI. 2017.]

deap icon deap

Distributed Evolutionary Algorithms in Python

distributedevolutionarycomputation icon distributedevolutionarycomputation

A (still growing) paper list of Evolutionary Computation (EC) published in some (rather all) top-tier (and also EC-focused) journals and conferences. For EC-focused publications, only Parallel/Distributed EC are covered.

drl icon drl

Deep Reinforcement Learning

elsa-abm icon elsa-abm

Agent-Based of the ELSA project for Air Traffic Management

ga-mdvrp icon ga-mdvrp

Genetic algorithm for Multi-Depot Vehicle Routing Problem optimization

glyph icon glyph

a python 3 library based on deap providing abstraction layers for symbolic regression problems.

gpt_academic icon gpt_academic

为ChatGPT/GLM提供图形交互界面,特别优化论文阅读润色体验,模块化设计支持自定义快捷按钮&函数插件,支持代码块表格显示,Tex公式双显示,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,支持清华chatglm等本地模型。兼容复旦MOSS, llama, rwkv, 盘古, newbing, claude等

intelligentuavpathplanningsimulationsystem-drone icon intelligentuavpathplanningsimulationsystem-drone

Intelligent UAV path planning simulation system is a software with fine operation control, strong platform integration, omnidirectional model building and application automation. It takes the UAV war between A and B in Zone C as the background. The core function of the system is to plan the UAV route through the simulation platform and verify the output. The data can be imported into the real UAV to make it accurately arrive at any position in the battlefield according to the specified route and support the joint action of multi-person and multi-device formation.

maddpg icon maddpg

Code for the MADDPG algorithm from the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"

magent icon magent

A Platform for Many-agent Reinforcement Learning

medium-tsp icon medium-tsp

Appendix repository for Medium article "Routing Traveling Salesmen on Random Graphs using Reinforcement Learning, in PyTorch"

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