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ac_env

一个简单的空战环境

attention-learn-to-route

Attention based model for learning to solve different routing problems

clustertest

ddpg-keras-torcs

Using Keras and Deep Deterministic Policy Gradient to play TORCS

deep-learning-papers-reading-roadmap

Deep Learning papers reading roadmap for anyone who are eager to learn this amazing tech!

dnc

A TensorFlow implementation of the Differentiable Neural Computer.

drl-flappybird

Playing Flappy Bird Using Deep Reinforcement Learning (Based on Deep Q Learning DQN using Tensorflow)

drl4vrp-advance

Implementation of: Nazari, Mohammadreza, et al. "Deep Reinforcement Learning for Solving the Vehicle Routing Problem." arXiv preprint arXiv:1802.04240 (2018).

facenet

Face recognition using Tensorflow

ilearndeeplearning.py

This repository contains small projects related to Neural Networks and Deep Learning in general. Subject are closely linekd with articles I publish on Medium. I encourage you both to read as well as to check how the code works in the action.

maca

madrl

Repo containing code for multi-agent deep reinforcement learning (MADRL).

modelling-and-analysis-of-a-vehicle-routing-problem-with-time-windows-in-freight-delivery

A MSc's Dissertation Project which focuses on Vehicle Routing Problem with Time Windows (VRPTW), using both exact method and heuristic approach (General Variable Neighbourhood Search)

py-ga-vrptw

A Python Implementation of a Genetic Algorithm-based Solution to Vehicle Routing Problem with Time Windows

rainbow

Rainbow: Combining Improvements in Deep Reinforcement Learning

randomfun

Notebooks and various random fun

reinforcement-learning-with-tensorflow

Reinforcement learning tutorials

source-han-serif

Source Han Serif

tensorflow

Computation using data flow graphs for scalable machine learning

vehicleroutingproblem

Solved using AI techniques: Savings, Sweep, Genetic Algorithm, Google OR Tools

vrp-rl

Reinforcement Learning for Solving the Vehicle Routing Problem

vrptw-python

实现高升论文《基于电动汽车的带时间窗的路径优化问题研究》中的算法