Jungwoo Han's Projects
Repository for AI504
Attention based model for learning to solve different routing problems
Autonomous mobile robot in Gazebo environment
Algorithm practice
Introduction to big data analysis and machine learning
Code for conservative Q-learning
A command line tool and library for transferring data with URL syntax, supporting DICT, FILE, FTP, FTPS, GOPHER, GOPHERS, HTTP, HTTPS, IMAP, IMAPS, LDAP, LDAPS, MQTT, POP3, POP3S, RTMP, RTMPS, RTSP, SCP, SFTP, SMB, SMBS, SMTP, SMTPS, TELNET, TFTP, WS and WSS. libcurl offers a myriad of powerful features
DGN implementation on 5 different SMAC environments
The DirectX Tool Kit (aka DirectXTK12) is a collection of helper classes for writing DirectX 12 code in C++
ScheduleNet implementation with growing cost constraint
Config files for my GitHub profile.
ME491 Term Project - Control Husky via deep Reinforcement Learning
Simulator for the MBZIRC Maritime Grand Challenge
Measuring dimension of specific specimen using OpenCV
ME492 Mobile System Programming HW
Integration of Hector SLAM and D* Lite path planning for multiple robots in a post-disaster environment.
Use of Google OR tools to solve combinatorial optimization problems.
Reinforcement Learning: Implementations of DDPG and A2C
Replication of basic RL models
Collection of reinforcement learning algorithms
URP_MATLAB_Code_for_Experiments
PyTorch1.6, TensorFlow2.1, "Attention, Learn to Solve Routing Problems!", Transformer, Deep RL(Policy Gradient, REINFORCE), Capacitated Vehicle Routing Problem