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)。
☆72Mar 31, 2026Updated 6 months ago
Alternatives and similar repositories for mult_uav_ppo_case
Users that are interested in mult_uav_ppo_case 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 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☆21Mar 23, 2026Updated 6 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☆34Mar 25, 2026Updated 6 months ago
- Multi/Single UAV(unmanned aerial vehicle) path planning based on deep reinforcement learning☆758Aug 27, 2025Updated last year
- A pursuit-evasion scenario with multiple hunters and targets based on MATD3☆50Mar 21, 2026Updated 6 months ago
- UAV Flocking with Multi-Agent Reinforcement Learning. The Code of the paper: "An invulnerable leader–follower collision-free unmanned aer…☆57Dec 10, 2025Updated 10 months ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- 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☆18Mar 21, 2026Updated 6 months ago
- ☆13Aug 15, 2020Updated 6 years ago
- Autonomous UAV navigation using Deep Reinforcement Learning (DQN). The UAV learns to efficiently navigate grid-based environments, avoid …☆16Feb 11, 2025Updated last year
- Multi-UAV target round-up based on MADDPG☆276Sep 5, 2026Updated last month
- Multi-UAV Adaptive Path Planning Using Deep Reinforcement Learning☆203Apr 17, 2023Updated 3 years ago
- 用于教学的RL算法仓库,里面放置各种算法的最简单实现,目的是快速理解某个算法☆67May 26, 2025Updated last year
- Multi-UAV Pursuit-Evasion with Online Planning in Unknown Environments by Deep Reinforcement Learning☆204May 15, 2025Updated last year
- ☆44Sep 9, 2024Updated 2 years ago
- A four-wheel differential drive car in Gazebo with navigation, SLAM, and voice control☆10Jun 5, 2020Updated 6 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Gazebo and physical version of Elastic Tracker☆40Apr 25, 2025Updated last year
- Multi-Agent Reinforcement Learning for Drones☆18May 14, 2022Updated 4 years ago
- ☆45Oct 8, 2025Updated last year
- 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☆25Mar 25, 2026Updated 6 months ago
- Code for RAL 2024: Heterogeneous Multi-robot Task Allocation and Scheduling via Reinforcement Learning.☆81Jan 20, 2025Updated last year
- 采用DDQN算法进行二维网格无人机的数据收集DH(多智能体)和区域覆盖CPP(单智能体)的算法,深度学习框架采用pytorch☆55May 26, 2025Updated last year
- A Reinforcement Learning Friendly Simulator for Multiple Mobile Robot☆19Feb 28, 2025Updated last year
- MARL-based Formation Control for Multi-UAV Systems☆16Jul 15, 2026Updated 2 months ago
- Repository of the work AVOCADO: Adaptive Optimal Collision Avoidance driven by Opinion (IEEE Transactions on Robotics, 2025)☆38Nov 19, 2025Updated 10 months 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.
- Run MPC-based policies and train RL agents in gym-anm environments using implementations from Stable Baselines 3.☆13Mar 2, 2023Updated 3 years ago
- PyTorch implementations of MADDPG, MAPPO (coming)☆208Mar 6, 2024Updated 2 years ago
- An optimized DDPG algorithm for autonomous path planning of UAV in network-unavailable environment☆44Jun 30, 2022Updated 4 years ago
- This is a new repo used for training UAV navigation (local path planning) policy using DRL methods.☆572Jul 19, 2025Updated last year
- ☆17Jun 6, 2026Updated 4 months ago
- Generalized-depth Ray-Attention Local Planner☆158Jun 6, 2026Updated 4 months ago
- Deep Reinforcement Learning for Autonomous Drone Navigation☆42Jun 8, 2026Updated 4 months ago
- Multi-UAV cooperative search with SAGIN and Hybrid DRL/GA.☆15Apr 27, 2026Updated 5 months ago
- 利用多智能体强化学习算法解决无人机轨迹和RIS相移优化的安全能效问题☆16Apr 7, 2025Updated last year
- 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.
- ☆21Oct 6, 2025Updated last year
- 基于AirSim仿真平台的复杂环境无人机自主飞行☆12Jun 10, 2022Updated 4 years ago
- An open source library for connecting AnyLogic models with python-based experiments☆11Jan 15, 2024Updated 2 years ago
- Reinforcement Learning for quadrotor trajectory planning and control☆79Jun 10, 2023Updated 3 years ago
- ☆18Aug 27, 2015Updated 11 years ago
- Translate documents of AirSim to Chinese.☆17Nov 5, 2019Updated 6 years ago
- 基于百度文心大模型驱动airsim无人机☆11Dec 4, 2023Updated 2 years ago