RongkaiZhang's repositories
Deep-Reinforcement-Learning-for-Image-Denoising-via-Residual-Recovery
Simple implementation of DRL (PPO is used) for image denoising via residual recovery
neural-combinatorial-rl-pytorch
PyTorch implementation of Neural Combinatorial Optimization with Reinforcement Learning https://arxiv.org/abs/1611.09940
attention-learn-to-route
Attention based model for learning to solve different routing problems
conditional-glow
Conditional-Glow for Structured Prediction
Electric-Vehicle-Route-Planning-on-Google-Map-Reinforcement-Learning
User can set up destination for any agent to navigate on Google Map and learn the best route for the agent based on its current condition and the traffic. Our result is 10% less energy consumption than the route provided by Google map
graph_comb_opt
Implementation of "Learning Combinatorial Optimization Algorithms over Graphs"
pointnet
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
pointnet.pytorch
pytorch implementation for "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" https://arxiv.org/abs/1612.00593
pyconcorde
Python wrapper around the Concorde TSP solver
pytorch_structure2vec
pytorch implementation of structure2vec (https://arxiv.org/abs/1603.05629)
Reinforcement-learning-with-tensorflow
Simple Reinforcement learning tutorials
roboinstruct-2
Train a robot to see the environment and autonomously perform different tasks
structure2vec-tf
(start of) implementing structure2vec in just tensorflow
tensorflow2_tutorials_chinese
tensorflow2中文教程，持续更新(当前版本:tensorflow2.0)，tag: tensorflow 2.0 tutorials
VRP-RL
Reinforcement Learning for Solving the Vehicle Routing Problem