jpadantas / machine-learning-bvr-air-combat
Python code for the paper Machine Learning to Improve Situational Awareness in Beyond Visual Range Air Combat.
☆14Updated 2 years ago
Alternatives and similar repositories for machine-learning-bvr-air-combat:
Users that are interested in machine-learning-bvr-air-combat are comparing it to the libraries listed below
- A series of air combat game environments packaged according to the gym interface for reinforcement learning.☆18Updated 2 years ago
- The implementation of "An Imitative Reinforcement Learning Framework for Autonomous Dogfight".☆21Updated 3 weeks ago
- 利用值函数逼近网络设计无人机空战自主决策系统,目前是初步的程序编写,之后会不断更新和详解。☆68Updated 5 years ago
- A tool that provides fast air combat simulation and display☆26Updated 4 years ago
- 3d manuver decision in air combat situations☆15Updated 2 years ago
- Multi-agent Combat Arena (UAV swarm vs UAV swarm)☆112Updated 4 years ago
- ☆26Updated 8 months ago
- MBaranPeker / Pursuit-Evasion-Game-with-Deep-Reinforcement-Learning-in-an-environment-with-an-obstacleIn this study, a multi agent chase-escape problem using Deep Q learning. Actors of the problem are smart evader and smart pursuers with o…☆22Updated last year
- 基于强化学习的空战对抗☆64Updated 3 years ago
- Heterogeneous Hierarchical Multi Agent Reinforcement Learning for Air Combat☆76Updated 4 months ago
- ☆29Updated last year
- 各种环境下多智能体协同围捕算法的实现☆13Updated 3 years ago
- Attempt to reproduce and improve the implementation of the paper 'Improving Multi-Target Cooperative Tracking Guidance for UAV Swarms Usi…☆32Updated 7 months ago
- ☆39Updated 5 years ago
- ☆10Updated 2 years ago
- 无人机动态覆盖控制;1. 实现了一个无人机点覆盖环境;2. 给出了无人机连通保持规则;3. 给出了基于MARL的控制算法☆45Updated 5 months ago
- This is the source code of "Efficient training techniques for multi-agent reinforcement learning in combatant tasks".☆72Updated 4 years ago
- UAV Logistics Environment for Multi-Agent Reinforcement Learning / Unity ML-Agents / Unity 3D☆87Updated 10 months ago
- This code is the result of the collaboration of RL Turkey team.☆25Updated 11 months ago
- ☆47Updated 2 years ago
- Python implementation of "Flocking for multi-agent dynamic systems: Algorithms and theory" by Olfati-Saber for multi-agent triangular for…☆41Updated last year
- PyTorch implementations of MADDPG, MAPPO (coming)☆105Updated 10 months ago
- Use Multi-agent Twin Delayed Deep Deterministic Policy Gradient(TD3) algorithm to find reasonable paths for ships☆55Updated 2 years ago
- A Gym Dogfighting Simulation Benchmark for Reinforcement Learning Research☆88Updated last year
- POMG algorithm for large-scale pursuit game with partial observation and no communication.☆20Updated last year
- Multi Agent SAC and DDPG applied to path finding in a 3-dimensional grid☆12Updated 3 years ago
- Multi-UAV target round-up based on MADDPG☆73Updated 3 months ago
- 预测-校正学习计算制导律☆11Updated 3 years ago
- UAVGym是一个用python编写的GYM风格的无人机仿真环境,用于强化学习算法的研究。☆37Updated last year
- Multi-Agent Reinforcement Learning (MARL) method to learn scalable control polices for multi-agent target tracking.☆30Updated last year