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Name: SaneLYX
Type: User
Location: China
Name: SaneLYX
Type: User
Location: China
OpenAI Baselines: high-quality implementations of reinforcement learning algorithms
Paper《Implementation matters in deep policy gradients: a case study on PPO and TRPO》
吴恩达老师的机器学习课程个人笔记
《动手学深度学习》:面向中文读者、能运行、可讨论。中英文版被60个国家的400所大学用于教学。
PyTorch implementations of deep reinforcement learning algorithms and environments
DRL on JSSPs
PyTorch implementation of DQN, AC, ACER, A2C, A3C, PG, DDPG, TRPO, PPO, SAC, TD3 and ....
deeplearning.ai(吴恩达老师的深度学习课程笔记及资源)
Deep Reinforcement Learning Lab, a platform designed to make DRL technology and fun for everyone
Concise pytorch implements of DRL algorithms, including REINFORCE, A2C, DQN, PPO(discrete and continuous), DDPG, TD3, SAC.
Paper《Dynamic scheduling for flexible job shop with new job insertions by deep reinforcement learning》
强化学习中文教程(蘑菇书),在线阅读地址:https://datawhalechina.github.io/easy-rl/
Cloud-native Deep Reinforcement Learning. 🔥
Paper《A Multi-action Deep Reinforcement Learning Framework for Flexible Job-shop Scheduling Problem》
Paper《Flexible Job Shop Scheduling via Graph Neural Network and Deep Reinforcement Learning》
Learning how to implement GA and NSGA-II for job shop scheduling problem in python
Master's Thesis - Graph Neural Networks for Compact Representation for Job Shop Scheduling Problems: A Comparative Benchmark
Paper《Learning Combinatorial Optimization Algorithms over Graphs》
This is the implemention of JSSP with RL. The framework used for RL is actor critic and the dataset comes from Tianchi competition.
An OpenAi Gym environment for the Job Shop Scheduling problem.
Deep Learning for humans
Paper《Learning to Dispatch for Job Shop Scheduling via Deep Reinforcement Learning》
《统计学习方法》的代码实现
Paper《Cooperative Multi-Agent Control Using Deep Reinforcement Learning》
Implementations of IQL, QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario of StarCraft II
Paper list of multi-agent reinforcement learning (MARL)
Paper《Solving job scheduling problems in a resource preemption environment with multi-agent reinforcement learning》
Paper《Matrix Encoding Networks for Neural Combinatorial Optimization》
Implement the-state-of-the-art meta-heuristic algorithms using python (numpy)
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.