haiyinpiao Goto Github PK
Name: haiyinpiao
Type: User
Bio: Professor@JLU, research interests including machine learning in aerospace applications.
Location: Shenyang,China
Name: haiyinpiao
Type: User
Bio: Professor@JLU, research interests including machine learning in aerospace applications.
Location: Shenyang,China
A hyper-real time flight simulation project.
AirSim with openAI gym and keras-rl integration for autonomous copter RL
Action Consistency Algorithm Implementation.
add cnn as front-end to accomplish end to end DQN
nips 2013 dqn works on gym cart pole environment
A flappybird game solver with nips 2013 classical DQN algorithm.
FG Aircraft | f16
A fighter fly out trajectory time series data mining demo, I use agnes and k-means to clustering the flyout data samples into left, straight and right categories. This app includes a fly out trajectory generation program which was developed by matlab and simulink
A pure keras implemented DDPG without uing any specific backend(TF,theano) API, originally branched from yanpanlu's TORCS car racing project.
A multiprocessing GA3C modification branched and modified from jaara's a3c demo( https://github.com/jaara/AI-blog/ )
Stochastic Policy Gradient algorithm branched from keon's project, fixed softmax, one-hot coding, and CE loss issues.
adaptive action stop learning
A collection of multi agent environments based on OpenAI gym.
MAA2C for solving openai's water world
A multi-agent reinforcement learning sdk, inhereted and significant modified from https://github.com/Khrylx/PyTorch-RL
Applying minimaxQ learning algorithm to 2 agents games
Monte carlo tree search in python
bateched A2C and PPO algorithm inherited from https://github.com/Khrylx/PyTorch-RL
using recurrent networks(LSTM) to solve POMDPs
A3C algorithm originally inherited from https://github.com/MorvanZhou/pytorch-A3C, fixed devergence problem, add training feature data plot mechanism.
A simple pytorch cluster
my dppo, originally inhereted from https://github.com/alexis-jacq/Pytorch-DPPO
PyTorch implementation of Deep Reinforcement Learning: Policy Gradient methods (TRPO, PPO, A2C) and Generative Adversarial Imitation Learning (GAIL). Fast Fisher vector product TRPO.
A ready to use transformer-encoder for MARL inherited from https://github.com/jadore801120/attention-is-all-you-need-pytorch, I made some important improvement for MARL usage.
A uav swarm mission planning algorithms test bed.
A bunch of trial results on different MARL algorithms and network sturctures.
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.