基于 Proximal Policy Optimization (PPO) 深度强化学习的无人机室内微观场景动态避障与路径规划算法
☆16Mar 21, 2026Updated 5 months ago
Alternatives and similar repositories for PPO-UAV-Dynamic-Obstacle-Avoidance
Users that are interested in PPO-UAV-Dynamic-Obstacle-Avoidance are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 基于 Proximal Policy Optimization (PPO) 深度强化学习的无人机复杂环境路径规划与动态避障算法☆21Mar 25, 2026Updated 5 months ago
- 基于 MAPPO (Multi-Agent Proximal Policy Optimization) 深度强化学习的多无人机三维协同编队、动态避障算法☆17Mar 27, 2026Updated 5 months ago
- 基于 MAPPO (Multi-Agent Proximal Policy Optimization) 深度强化学习的多无人机协同目标跟踪与动态避障算法☆19Mar 23, 2026Updated 5 months ago
- 基于 MAPPO (Multi-Agent Proximal Policy Optimization) 深度强化学习的多无人机协同覆盖路径规划与动态避障算法☆31Mar 25, 2026Updated 5 months ago
- MARL-based Formation Control for Multi-UAV Systems☆16Jul 15, 2026Updated last month
- 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.
- Multi-Agent Reinforcement Learning for UAV-USV Cooperative Task Allocation in Offshore Wind Farms☆20May 16, 2026Updated 3 months ago
- 这是一个基于 PyTorch 实现的连续动作空间 PPO(Proximal Policy Optimization)算法,专门用于多智能体(无人机/无人车)强化学习环境(MPE - Multi-Agent Particle Environment)。☆70Mar 31, 2026Updated 4 months ago
- Obstacle avoidance in UAVs with reinforcement learning (PPO)☆13Oct 6, 2022Updated 3 years ago
- ☆44Oct 8, 2025Updated 10 months ago
- Multi-UAV ROS control simulation and experiment☆18Mar 14, 2024Updated 2 years ago
- coursera robotics specialization projects and assignments☆22May 5, 2018Updated 8 years ago
- [IROS 2025] Robust Fault-Tolerant Control and Agile Trajectory Planning for Modular Aerial Robotic Systems☆18Jul 28, 2025Updated last year
- Comparative Study of Proximal Policy Optimization (PPO) and Soft Actor-Critic (SAC) for Autonomous Drone Navigation using ROS and Gazebo.…☆11Sep 27, 2024Updated last year
- Universal Robot Toolbox for MATLAB leveraging the Python URx library☆25May 4, 2022Updated 4 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Safeprocess-2024 A Virtual Actuator and Sensor Approach for Event-Triggered Fault-Tolerant Control of Multi-Agent Systems☆17Jun 6, 2024Updated 2 years ago
- 这是我的深度强化学习的学习笔记与总结☆90Mar 18, 2026Updated 5 months ago
- ☆20Apr 5, 2024Updated 2 years ago
- Multi UAV navigation using Deep Reinforcement Learning within a Multi TSP☆11Nov 29, 2024Updated last year
- A set of algorithsms that predict 3D drone trajectories in real time with integration with ROS 2.☆20Dec 28, 2024Updated last year
- Multi-UAV Cooperative Motion Planning Under Global Spatio-Temporal Path Inspiration in Constraint-Rich Dynamic Environments☆13Oct 9, 2024Updated last year
- UAV-based path planning for efficient localization of non-uniformly distributed weeds using prior knowledge: A reinforcement-learning app…☆16Jul 1, 2025Updated last year
- OpenAI gym environments for goal-conditioned and language-conditioned reinforcement learning☆14Jan 27, 2026Updated 7 months ago
- 针对传统人工巡检效率低、风险高,及普通路径规划算法全局最优与动态避障矛盾的问题,本项目提出改进的 A与 DWA 融合算法。优化 A算法,优化权启发式函数和转向惩罚项;改进 DWA 算法,结合运动学模型与轨迹预测 。二者融合后,通过固定采样分辨率等策略,确保算法稳定性与可靠性…☆30May 24, 2025Updated last year
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Learning-Based Passive Fault-Tolerant Control of a Quadrotor with Rotor Failure☆25Mar 26, 2025Updated last year
- code for `A Hybrid Human-in-the-Loop Deep Reinforcement Learning Method for UAV Motion Planning'☆14Jan 15, 2024Updated 2 years ago
- ☆36Nov 14, 2025Updated 9 months ago
- This project utilizes deep reinforcement learning techniques to train a robot, which combines a mobile platform and a Panda robotic arm, …☆11Jun 7, 2023Updated 3 years ago
- Goal-conditioned reinforcement learning like 🔥☆15Feb 3, 2024Updated 2 years ago
- 深度强化学习(DRL)工程调优与底层训练指南☆39Apr 6, 2026Updated 4 months ago
- This is the code repository of drone deep reinforcement learning☆12Mar 30, 2021Updated 5 years ago
- A implementation for soving reach target task based on TD3 with HER using PaddlePaddle.☆12Aug 10, 2020Updated 6 years ago
- Multi-Objective Evolutionary Path Planning for Cooperative Patrol Between Multi-UAV and Police Car☆18Jul 25, 2023Updated 3 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.
- Reinforcement Learning with RLBench and PARL for Robot Arm☆10Jul 26, 2023Updated 3 years ago
- Official repository of SegDAC: Visual Generalization in Reinforcement Learning via Dynamic Object Tokens☆16Mar 13, 2026Updated 5 months ago
- This project implements a simplified version of the ESPP-RL (Energy-Saving Path Planning using Reinforcement Learning) algorithm inspired…☆15Jun 12, 2025Updated last year
- This repository contains source code for Multi UAV Task Assignment and Path Planning☆18Dec 5, 2025Updated 8 months ago
- M.Sc Thesis: Robotic Navigation under Partial Observability with Actor-Critic Methods DDPG, SAC, PPO. Environment, Lidar, and Kinematic M…☆20Jun 9, 2025Updated last year
- [TAI 2024] "NPE-DRL: Enhancing Perception Constrained Obstacle Avoidance With Nonexpert Policy Guided Reinforcement Learning"☆87Jul 30, 2025Updated last year
- 基于MADRL的多无人机路径规划开源仿真项目☆21Jun 19, 2024Updated 2 years ago