Projects in Awesome Lists by ChristianLin0420
A curated list of projects in awesome lists by ChristianLin0420 .
https://github.com/christianlin0420/hgap
Official implementation for ICML 2024 paper "HGAP: Boosting Permutation Invariant and Permutation Equivariant in Multi-Agent Reinforcement Learning via Graph Attention Network".
Last synced: 15 May 2025
https://github.com/christianlin0420/deeprl
NTHU Computer Science - Deep Reinforcement Learning assignments
Last synced: 15 May 2025
https://github.com/christianlin0420/global_routing
VLSI project 5, December 2019
Last synced: 04 Oct 2025
https://github.com/christianlin0420/robotic-control
This repository contains a comprehensive collection of robotics control implementations, including path planning, path tracking, and reinforcement learning-based control algorithms from NTHU robotic control class.
Last synced: 14 Feb 2026
https://github.com/christianlin0420/universalmarl
This project mainly focus on how to transfer agents' knowledge in order to improve the flexibility of the MARL model and the training efficiency.
multi-agent-reinforcement-learning reinforcement-learning transfer-learning
Last synced: 17 Feb 2026
https://github.com/christianlin0420/eyelocker
Brain computer interface final project: Using Muse2 headband to collect EEG signal and send the classified commend to iOS app through socketio
Last synced: 11 Jul 2025
https://github.com/christianlin0420/connect6
Using my own ML technique to play connect 6, and users can train their own players and fight with others online.
Last synced: 01 Nov 2025
https://github.com/christianlin0420/floorplanning
VLSI project 3, November 2019
Last synced: 01 Nov 2025
https://github.com/christianlin0420/generative-model-is-every-thing-you-must-learn
Last synced: 14 Sep 2025
https://github.com/christianlin0420/smartpiano
It's my first app on iTune which can recognize the song you are playing and continue playing. Thanks for this app, I've learned that how to upload app on iTune and the process.
Last synced: 25 Jul 2025
https://github.com/christianlin0420/diffusion-model-universal
A comprehensive PyTorch-based framework for training and experimenting with various diffusion models. This project provides a modular and flexible implementation of multiple diffusion model variants, including DDPM, DDIM, Score-based, and Energy-based models.
deep-learning diffusion-models energy-based-model generative-ai machine-learning score-based-generative-models
Last synced: 01 Nov 2025
https://github.com/ChristianLin0420/RL-is-Every-Thing-You-Must-Learn
A comprehensive 30-day journey through advanced reinforcement learning concepts, from foundational theory to cutting-edge research frontiers.
Last synced: 30 May 2026
https://github.com/christianlin0420/state-space-model-universal
A research project implementing state-of-the-art sequence modeling architectures, focusing on State Space Models (SSMs) and their variants.
Last synced: 19 Jul 2026
https://github.com/christianlin0420/multi-agent-universal
A comprehensive Multi-Agent Reinforcement Learning framework for research and development, featuring distributed training and multiple environment support.
Last synced: 12 Feb 2026
https://github.com/christianlin0420/simulating-brain-signal-to-control-hand-movement-using-gpt2
We demonstrate that the proposed GPT2-based generative adversarial network framework can be used for simulating human-like brain signals and build the EEG classification model that can be transferred between different tasks and different subjects
Last synced: 21 Jun 2025
https://github.com/christianlin0420/machine-learning-fundamental
A comprehensive 50-day machine learning journey designed to build deep understanding from fundamentals to advanced topics, structured for daily learning and implementation.
Last synced: 16 Aug 2025
https://github.com/christianlin0420/azureservices
All practices and projects that I implemented during my internship in Microsoft
Last synced: 17 Aug 2025
https://github.com/christianlin0420/christianlin0420
My github profile original markdown file.
Last synced: 24 Jan 2026
https://github.com/christianlin0420/car-racing
This repository contains MultiCarRacing-v0 a multiplayer variant of Gym's original CarRacing-v0 environment. This project is mainly for deep reinforcement learning course from NTHU.
Last synced: 15 May 2025
https://github.com/christianlin0420/tetris
First Data Structure project, Tetris.
Last synced: 15 May 2025
https://github.com/christianlin0420/mne
Introduction to MNS, which is a brain signal library of Python
Last synced: 10 Jun 2025
https://github.com/christianlin0420/ox-game
Simple tick-tac-toe game with simple data collection technique
Last synced: 01 Nov 2025
https://github.com/christianlin0420/friday
Inspired by Numenta HTM intelligent framework. Therefore, I implement the Spacial Pooling Algorithm and Temporal Pooling Algorithm.
aritificial-intelligence general-purpose
Last synced: 01 Nov 2025
https://github.com/christianlin0420/bartender
An automated bartending machine project combining hardware and software components, developed as a Digital Design Experiment final project at NTHU (National Tsing Hua University).
Last synced: 01 Nov 2025
https://github.com/christianlin0420/floor_cleaning_robot
Second Data Structure project, Tetris.
Last synced: 04 Jul 2026
https://github.com/christianlin0420/hellometal
My first Metal programming project
Last synced: 15 May 2025