Wang-Xiaoyang

RL-Implementations

Implementations for classic reinforcement learning algorithms, using Gym environment.

Super-mario-bros-PPO-pytorch

Proximal Policy Optimization (PPO) algorithm for Super Mario Bros

alpha-zero-general

A clean implementation based on AlphaZero for any game in any framework + tutorial + Othello/Gobang/TicTacToe/Connect4

Bin-Packing-Env

DIFUSCO

Code for "DIFUSCO: Graph-based Diffusion Solvers for Combinatorial Optimization"

labsheets

Lab worksheets for the Applied Deep Learning Course.

model_ensemble_meta_learning

pedsim_ros

ROS packages for PedSim (Pedestrian Simulator) based on social force model

planet

Deep Planning Network: Control from pixels by latent planning with learned dynamics

PPO-Implemnetation

Implementation of PPO for CartPole-v1

Python-workshop

resource_packing_self_play

social-lstm

Social LSTM implementation in PyTorch

spinningup

An educational resource to help anyone learn deep reinforcement learning.

Test-on-Drone-Dataset

UARA

J. Liu, X. Tao and J. Lu, "Mobility-Aware Centralized Reinforcement Learning for Dynamic Resource Allocation in HetNets," accepted by IEEE GLOBECOM 2019.

UESTCthesis

电子科技大学毕设设计论文LaTeX模板

ug_project_power_adjustment

VAE-CVAE-MNIST

Variational Autoencoder and Conditional Variational Autoencoder on MNIST in PyTorch

Wang-Xiaoyang.github.io

Just a plain, simple and elegant one-page theme for research/academia.

workshop

demo repo

Workstation-report