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Name: Mandy

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Mandy's Projects

precland

Visual Navigation for ArduPilot

pso-rbf-nn

使用粒子群算法优化的RBF神经网络进行预测。RBF neural network optimized by particle swarm optimization is used for prediction.

python-learning

神经网络/强化学习

python_predict_analysis_algorithm_book_codes

《Python预测之美：数据分析与算法实战》书籍代码维护

pytorch-ddpg-naf

Implementation of algorithms for continuous control (DDPG and NAF).

reinforce

Reinforcement Learning Algorithm Package & PuckWorld, GridWorld Gym environments

reinforcement-learning

Implementation of Reinforcement Learning Algorithms. Python, OpenAI Gym, Tensorflow. Exercises and Solutions to accompany Sutton's Book and David Silver's course.

reinforcement-learning-for-nonlinear-control

Control of a nonlinear liquid level system using a new artificial neural network based reinforcement learning approach

reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials

t-conv

A Convolutional Neural Network For Multi-scale Taxi Trajectory Prediction

tensorflow

An Open Source Machine Learning Framework for Everyone

tensorflow_practice

tensorflow实战练习，包括强化学习、推荐系统、nlp等

tensorlayer

Deep Learning and Reinforcement Learning Library for Scientists and Engineers 🔥

tf2-rl

Reinforcement learning algorithms implemented for Tensorflow 2.0+ [DQN, DDPG, AE-DDPG, SAC, PPO, Primal-Dual DDPG]

vision_landing

Precision landing using visual targets

waf

Moved to https://gitlab.com/ita1024/waf/

wakenet

Offshore wind farm wake modelling using deep feed forward neural networks for active yaw control and layout optimisation

yuedu

前端使用uni-app开发，后端使用springboot开发，一款文章发布阅读系统

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