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A Deep Reinforcement Learning Network for Traffic Light Cycle Control
Dynamic Attention Model for Vehicle Routing Problem (arXiv:2002.03282)
A queueing simulator implemented on Python
Final design project for my engineering degree
My implementation of solving the Capacitated Vehicle Routing Problem in the paper "Attention, learn to solve routing problems"
Attention based model for learning to solve different routing problems
A simplified blockchain implementation in Golang
Implementation of paper "Decentralized Non-communicating Multiagent Collision Avoidance with Deep Reinforcement Learning". NO LONGER MAINTAINED. CHECK OUT CrowdNav.
Motion planning and collision avoidance using MPC and strong duality
[ICRA19] Crowd-aware Robot Navigation with Attention-based Deep Reinforcement Learning
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.
Using multi-agent Deep Q Learning with LSTM cells (DRQN) to train multiple users in cognitive radio to learn to share scarce resource (channels) equally without communication
Dynamic multi-cell selection for cooperative multipoint (CoMP) using (multi-agent) deep reinforcement learning
multi-agent deep reinforcement learning for networked system control.
Decentralized Scheduling for Cooperative Localization with Deep Reinforcement Learning
Pytorch implementation of the DeepSC
Simulation codes for the manuscript "Deep Reinforcement Learning for Distributed Dynamic MISO Downlink-Beamforming Coordination" submitted to IEEE Transactions on Communications
The repo develops a general and extensible RL environment for large-scale autonomous driving tasks.
Apply Deep Reinforcement Learning aided by Federated Learning to Wireless Comunication
time-varying formation control of UAVs
RL training for different types of queues.
Learning High-Level Policies for Model Predictive Control.
Combining Reinforcement Learning and Constraint Programming for Combinatorial Optimization
An Autonomous UAV Assisted Communication in Remote Disaster Area using Imitation Learning (Behavioral Cloning)
✅ Solutions to LeetCode by Go, 100% test coverage, runtime beats 100% / LeetCode 题解
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.