This project is an algorithm implementation and experimental platform focusing on the path planning of unmanned surface vessels (USVs). Utilizing advanced Reinforcement Learning (RL) and Imitation Learning (IL) techniques, it aims to enable USVs to navigate complex waters containing static or dynamic obstacles autonomously, safely, and efficient…
☆33Sep 9, 2025Updated 11 months ago
Alternatives and similar repositories for GAIL
Users that are interested in GAIL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Sharing some algorithms the author reproduced for ship collision avoidance decision-making☆25Jun 13, 2025Updated last year
- Based on the first-order Nomoto model and an improved PID controller, the project realizes real-time tracking control and visualization o…☆18Sep 9, 2025Updated 11 months ago
- This module uses a hierarchical planning idea to solve the problem of multi-wind turbine inspection path in wind farms: The upper level u…☆15Sep 9, 2025Updated 11 months ago
- This module implements an improved artificial potential field method (APF) for ship collision avoidance.☆20Sep 9, 2025Updated 11 months ago
- This code corresponds to the work "RL-based USV Path Planning Under the Marine Multimodal Features Considerations" sumitted to IEEE Inte…☆33Dec 9, 2024Updated last year
- 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.
- The PPO algorithm based on the route planning of the ship's path at the sea☆20Jul 5, 2023Updated 3 years ago
- Master thesis repo for implementation of Model Predictive Controller and reinforcement learning (RL) controller☆51Jan 16, 2024Updated 2 years ago
- CORALL (COLREGs-guided Risk Aware LLM) is a novel framework that integrates Large Language Models with real-time risk assessment for auto…☆34Aug 14, 2026Updated 3 weeks ago
- Collision Avoidance simulator for USV using Deep RL. A result of TTK4550 Fordypningsoppgave at NTNU☆21Mar 21, 2024Updated 2 years ago
- A PettingZoo (https://pettingzoo.farama.org/) environment for maritime Capture the Flag with uncrewed surface vehicles (USVs).☆33Jun 19, 2026Updated 2 months ago
- [ICASSP 2025] Python implementation of the paper "USV-AUV Collaboration Framework for Underwater tasks under Extreme Sea Conditions"."☆51Oct 26, 2025Updated 10 months ago
- This is an RRT demonstartion for a finite volume robot with kinodynamic constraints.☆12Nov 11, 2017Updated 8 years ago
- 3D video (Point Cloud format in .bag file) processing application in MATLAB of ability to map sea surface (segments wave, estimates its d…☆12Mar 21, 2019Updated 7 years ago
- usv path follow, trajectory tracking,and so on☆29Mar 23, 2024Updated 2 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- ICMRE-2021 coference paper codes☆84May 17, 2023Updated 3 years ago
- 基于ROS和gazebo的无人船仿真,实现路径规划,避障功能☆68Sep 30, 2024Updated last year
- Python and cpp implementation of the Batch Informed Trees algorithm from scratch with real-time performance in R2 space☆17Jun 4, 2023Updated 3 years ago
- Formation Control of Multiple Agents Using RL☆10May 2, 2020Updated 6 years ago
- USV formation control☆71Nov 14, 2024Updated last year
- Neural ODEs as Feedback Policies for Nonlinear Optimal Control (IFAC 2023) https://doi.org/10.1016/j.ifacol.2023.10.1248☆18Aug 10, 2023Updated 3 years ago
- 各类路径规划算法代码☆20Aug 31, 2023Updated 3 years ago
- Enhancing Safety in Mixed Traffic: Learning-Based Modeling and Efficient Control of Autonomous and Human-Driven Vehicles☆20Apr 13, 2024Updated 2 years ago
- Using mobile robots in an industry 4.0 setting for working alongside human operators and assisting them to increase the efficiency of man…☆11Dec 12, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- This is a repository for the autopilot of WAM-V 20 USV model in Gazebo simulation environment provided by https://github.com/osrf/vrx☆10Apr 22, 2022Updated 4 years ago
- This simulation is designed to verify the effectiveness of our proposed method "Reinforcement-Learning-Based Control Framework for Leader…☆15Jan 17, 2025Updated last year
- 本科毕 业设计---使用多智能体强化学习的方法完成路径规划任务,要求路径优化和期间不碰撞,最后可视化整个行动过程☆17Apr 12, 2025Updated last year
- Codes for scientific charts☆11Dec 30, 2025Updated 8 months ago
- ☆17May 7, 2023Updated 3 years ago
- ☆15Feb 10, 2026Updated 6 months ago
- 利用Python获取海康威视摄像头实时图像,非rtsp☆12Dec 25, 2019Updated 6 years ago
- Code for learning Trajectory Optimization with GPOPS-II☆23Nov 12, 2020Updated 5 years ago
- reinforcement learning, navigation, unitree, velodyne, slam, collision avoidance☆30Jul 8, 2025Updated last year
- 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.
- AirSim for Surface Vehicles (ASVSim) by IDLab☆52May 11, 2026Updated 3 months ago
- This repository showcases a hybrid control system combining Reinforcement Learning (Q-Learning) and Neural-Fuzzy Systems to dynamically t…☆78Nov 23, 2024Updated last year
- [IROS 2025] Souce code of the paper "Never too Prim to Swim: An LLM-Enhanced RL-based Adaptive S-Surface Controller for AUVs under Extrem…☆23Jul 2, 2025Updated last year
- Demonstration of the PIPG algorithm for trajectory optimization☆27Jun 26, 2022Updated 4 years ago
- Implementation of Proximal Policy Optimization in Jax+Flax☆21May 18, 2023Updated 3 years ago
- 多水面无人船的鲁棒协同控制☆27Nov 18, 2024Updated last year
- Code and exercises for the Computational Neurodynamics course at Imperial College London☆28Nov 22, 2016Updated 9 years ago