利用深度强化学习的方法实现多智能体间离散无交流的障碍避免。其中强化学习算法训练模型所需的数据集由最优互惠碰撞避免(Optimal Reciprocal Collision Avoidance, ORCA)算法生成。
☆90Mar 14, 2019Updated 7 years ago
Alternatives and similar repositories for Collision-Avoidance-with-DRL
Users that are interested in Collision-Avoidance-with-DRL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Implementation of paper "Decentralized Non-communicating Multiagent Collision Avoidance with Deep Reinforcement Learning". NO LONGER MAIN…☆96Sep 30, 2018Updated 8 years ago
- [IROS2021] Human-Inspired Multi-Agent Navigation using Knowledge Distillation☆28Aug 28, 2023Updated 3 years ago
- NUS IE4100R FYP (Mar 2023, He Zhenyu; sup. Dr. Li Haobin): COLREGs-compliant multi-ship collision avoidance via deep RL. Partial thesis c…☆17Sep 12, 2026Updated last month
- 探索深度强化学习在自动驾驶决策规划中的使用☆25Nov 25, 2022Updated 3 years ago
- MATLAB Simulation of Networked Model Predictive Control for Vehicle Collision Avoidance☆102May 25, 2018Updated 8 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Implementation of the paper "Towards Optimally Decentralized Multi-Robot Collision Avoidance via Deep Reinforcement Learning"☆453Jan 21, 2021Updated 5 years ago
- [RA-Letter 2022] Reinforcement Learned Distributed Multi-Robot Navigation with Reciprocal Velocity Obstacle Shaped Rewards☆297Oct 21, 2026Updated last week
- Training code for GA3C-CADRL algorithm (collision avoidance with deep RL)☆134Jul 8, 2022Updated 4 years ago
- Turtlebot 3 - Autonomous Exploration, Simultaneous Localization and Mapping, Navigation, SWARM☆10May 27, 2022Updated 4 years ago
- SocialCompliantRobot☆16Oct 10, 2023Updated 3 years ago
- 搭建ros-gazebo仿真环境,测试mpc-cbf在动态环境下规避障碍物的效果☆41Aug 8, 2024Updated 2 years ago
- Unofficial port of RVO2 to Python3☆36Jan 4, 2018Updated 8 years ago
- 多机协同路径规划算法验证☆18Jun 18, 2022Updated 4 years ago
- [ICRA] Crowd-aware Robot Navigation☆739Aug 26, 2022Updated 4 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Path Planing With Artificial Potential Field☆10Jun 29, 2021Updated 5 years ago
- This repository contains the code for designing risk bounded motion plans for car-like robot using Carla Simulator.☆26Apr 27, 2022Updated 4 years ago
- ☆17Mar 4, 2024Updated 2 years ago
- Repository containing all the files used for the simulation results of the paper 'Model Predictive Tracking Controller for Quadcopters wi…☆16Apr 29, 2026Updated 6 months ago
- Leveraging Neural Network Gradients within Trajectory Optimization for Proactive Human-Robot Interactions☆14Jun 4, 2026Updated 4 months ago
- ☆10Jul 30, 2023Updated 3 years ago
- 在线迁移学习算法实现☆23Mar 11, 2019Updated 7 years ago
- 新增一个CBF层,并将其结合进actor网络中,得到safe RL框架。后续验证中发现这种做法并没有实质性的用处,所以不再继续这个项目☆10Mar 14, 2023Updated 3 years ago
- ☆59Jul 11, 2022Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- RVO2-3D Library Python Bindings☆22Dec 7, 2017Updated 8 years ago
- Multi-Vehicle Motion Planning with Posture Constraints in Real World (Implementation of RVO, ORCA(RVO2), and our PCA with python).☆16May 6, 2022Updated 4 years ago
- A repo to house the code for the submission "Multi-Rate Planning and Control of Uncertain Nonlinear Systems: Model Predictive Control and…☆13Jun 9, 2025Updated last year
- This is a python repo that implements control barrier function quadratic programming method.☆15Dec 6, 2021Updated 4 years ago
- This is the simulation evaluation for the Adaptive Model-Free Control (AMFC) algorithm prepared in MATLAB Simulink☆11Nov 7, 2021Updated 4 years ago
- This is a pybind11 version of rvo2. Based on the python wrapper, an NH-ORCA algorithm is implemented for two-wheeled robots (such as turt…☆31Jan 5, 2021Updated 5 years ago
- [CoRL 2023] Differentiable game-theoretic optimization integrated with neural networks for multi-agent prediction and control.☆16Jun 21, 2024Updated 2 years ago
- the calculation of dcpa ,tcpa,diatance and true bearing between ships☆11Nov 14, 2019Updated 6 years ago
- Research Project on Multi-robot Target Tracking via Deep Reinforcement Learning☆21Dec 17, 2020Updated 5 years ago
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- ☆28Nov 8, 2023Updated 2 years ago
- 硕士毕业论文代码 深度强化学习☆10Apr 4, 2020Updated 6 years ago
- ☆323Apr 28, 2023Updated 3 years ago
- ☆31Jun 19, 2022Updated 4 years ago
- Closed loop path planning and following for Turtlebot3 robot in Gazebo using RRT+APF planner☆24Jul 5, 2022Updated 4 years ago
- 多智能体强化学习(MARL)算法复现,包括QMIX,VDN,QTRAN、MAVEN等等☆218Jun 6, 2022Updated 4 years ago
- ☆15May 9, 2023Updated 3 years ago