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LightningBreaker

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wenbo_xu's Projects

airsim icon airsim

Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research

crowdnav icon crowdnav

[ICRA19] Crowd-aware Robot Navigation with Attention-based Deep Reinforcement Learning

cs-books icon cs-books

🔥🔥超过1000本的计算机经典书籍、个人笔记资料以及本人在各平台发表文章中所涉及的资源等。书籍资源包括C/C++、Java、Python、Go语言、数据结构与算法、操作系统、后端架构、计算机系统知识、数据库、计算机网络、设计模式、前端、汇编以及校招社招各种面经~

ddpg icon ddpg

End to End Mobile Robot Navigation using DDPG (Continuous Control with Deep Reinforcement Learning) based on Tensorflow + Gazebo

handson-ml2 icon handson-ml2

A series of Jupyter notebooks that walk you through the fundamentals of Machine Learning and Deep Learning in Python using Scikit-Learn, Keras and TensorFlow 2.

handsonml2 icon handsonml2

Hands-on Machine Learning with Scikit-Learn, Keras & TensorFlow 学习笔记

introrl icon introrl

Intro to Reinforcement Learning (强化学习纲要)

nmt icon nmt

Implementation of Neural Machine Translation by jointly learning to align and translate

openoccupancy icon openoccupancy

OpenOccupancy: A Large Scale Benchmark for Surrounding Semantic Occupancy Perception

quadrotor icon quadrotor

Quadrotor control, path planning and trajectory optimization

reinforcement_learning_in_python icon reinforcement_learning_in_python

Implementing Reinforcement Learning, namely Q-learning and Sarsa algorithms, for global path planning of mobile robot in unknown environment with obstacles. Comparison analysis of Q-learning and Sarsa

rl-adventure-2 icon rl-adventure-2

PyTorch0.4 implementation of: actor critic / proximal policy optimization / acer / ddpg / twin dueling ddpg / soft actor critic / generative adversarial imitation learning / hindsight experience replay

tensorflow.net icon tensorflow.net

.NET Standard bindings for Google's TensorFlow for developing, training and deploying Machine Learning models in C#.

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