NUS IE4100R FYP (Mar 2023, He Zhenyu; sup. Dr. Li Haobin): COLREGs-compliant multi-ship collision avoidance via deep RL. Partial thesis code; custom env up to 8 ships (trained on 4-ship open-sea scenarios).
☆17Sep 12, 2026Updated last month
Alternatives and similar repositories for AI-Self-Navigating-Ships-Thesis-Project-Undergrad
Users that are interested in AI-Self-Navigating-Ships-Thesis-Project-Undergrad are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- The Custom Gridworld and Environment Demo of Ship Route Planning with Reinforcement Learning. The reinforcement learning based on Qlearni…☆38Sep 27, 2022Updated 4 years ago
- The ship environment (simulator) for reinforcement learning (RL)☆10Mar 19, 2019Updated 7 years ago
- A neural network based path planning implementation developed for my MEng thesis.☆11May 12, 2022Updated 4 years ago
- Source code for the "Collision Risk Assessment and Forecasting on Maritime Data" paper☆13Oct 8, 2023Updated 3 years ago
- enc_dump.py: A python tool for extracting data from US Electronic Nautical Charts☆10Jan 24, 2021Updated 5 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- A* with Artificial Terrain Cost for Search Space Restriction - ROS move_base integrated plugin☆13Jul 20, 2020Updated 6 years ago
- CORALL (COLREGs-guided Risk Aware LLM) is a novel framework that integrates Large Language Models with real-time risk assessment for auto…☆36Aug 14, 2026Updated 2 months ago
- ☆21Aug 11, 2025Updated last year
- ☆20Dec 8, 2022Updated 3 years ago
- ☆10Nov 20, 2022Updated 3 years ago
- A CSTR example is used to illustrate the application of LMPC using RNN models to maintain the closed-loop state within the stability regi…☆17Aug 26, 2024Updated 2 years ago
- 本人备战、参加数学建模竞赛的图片和代码☆11May 21, 2024Updated 2 years ago
- To avoid Ship collisions especialy in congested waters, AI algorithms were used to estimate trajectory of ship, detect collisions and can…☆11Oct 9, 2021Updated 5 years ago
- 使用AFO算法以及其他GA和PSO算法求解不确定多式联运路径优化问题。同时和MATLAB自带的全局优化搜索器进行对比。The AFO algorithm and other GA and PSO algorithms are used to solve the uncert…☆36Apr 4, 2024Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- Risk distribution of collision of ships along China's coast☆37Oct 15, 2020Updated 6 years ago
- RL Dresden Algorithm Suite☆40Jul 22, 2024Updated 2 years ago
- In this section, I share the Meta-Heuristic algorithm codes that I wrote myself☆13Apr 6, 2023Updated 3 years ago
- Anytime Multi-Heuristic A* (A-MHA*)☆11Mar 6, 2023Updated 3 years ago
- ☆14Dec 25, 2024Updated last year
- Reinforcement learning demo with slides in David Silver RL lectures☆13Jan 7, 2018Updated 8 years ago
- Battleship environment for reinforcement learning tasks☆15Apr 29, 2023Updated 3 years ago
- This is the numerical approach proposed in the paper "Optimal Incentives to Mitigate Epidemics: A Stackelberg Mean Field Game Approach" b…☆13Nov 22, 2021Updated 4 years ago
- A star path planning achieved by Matlab☆10Feb 10, 2022Updated 4 years ago
- End-to-end encrypted email - Proton Mail • AdSpecial offer: 40% Off Yearly / 80% Off First Month. All Proton services are open source and independently audited for security.
- ☆10Jul 19, 2026Updated 3 months ago
- Pytorch implementation of various traffic prediction modules(FC-LSTM, GRU, GCN, Diffusion Conv, Temporal Attention, etc.)☆12Jan 24, 2024Updated 2 years ago
- Internship after second year of cycle engineer. Developing deep learning models to directly predict vessel movements from images of sea …☆16Sep 14, 2019Updated 7 years ago
- Obstacle avoidance for environmentally-driven USVs based on deep reinforcement learning in large-scale uncertain environments☆12Jan 5, 2023Updated 3 years ago
- A simple and well styled PPO implementation. Based on my Medium series: https://medium.com/@eyyu/coding-ppo-from-scratch-with-pytorch-par…☆10Mar 29, 2023Updated 3 years ago
- 水面无人艇(USVs)的协同作战问题☆16Jul 14, 2021Updated 5 years ago
- This repository contains control algorithms for unmanned surface vehicles☆15Jun 9, 2021Updated 5 years ago
- A Project intended to design a Set of algorithm for Research on Multi-agent Unmanned Surface Vehicles Containment Control Technology base…☆14Apr 20, 2023Updated 3 years ago
- My Master Thesis at the ASL supervised by Hermann Blum, Francesco Milano and Dr. Cadena Cesar☆11Dec 20, 2022Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆14Feb 22, 2024Updated 2 years ago
- ☆13Nov 29, 2018Updated 7 years ago
- Supplementary data for utilising knowledge graph databases towards explainable decision support in wind turbines.☆24May 14, 2022Updated 4 years ago
- Collision detection; Ship domain☆13Sep 19, 2019Updated 7 years ago
- Video/AIS Fusion-Empowered Intelligent Maritime Surveillance in Inland Waterways☆14Jul 11, 2023Updated 3 years ago
- Simulation Architectures for Reinforcement Learning applied to Robotics☆13Sep 4, 2024Updated 2 years ago
- 武汉理工大学保研数据分析☆16May 19, 2023Updated 3 years ago