kgshear / q-learning-weapon-targeting
Approximate Q-Learning algorithm designed for the WTA (weapon target assignment) problem. Created for an AI Competition.
☆13Updated 2 years ago
Alternatives and similar repositories for q-learning-weapon-targeting:
Users that are interested in q-learning-weapon-targeting are comparing it to the libraries listed below
- Branch-and-adjust for the Weapon Target Assignment Problem☆21Updated 2 years ago
- created an environment of 10*10 grid and 4 UAVs to carry out coverage path planning cooperatively☆92Updated 3 years ago
- Use Multi-Agent Deep Deterministic Policy Gradient(DDPG) algorithm to find reasonable paths for ships☆34Updated 2 years ago
- Use Multi-agent Twin Delayed Deep Deterministic Policy Gradient(TD3) algorithm to find reasonable paths for ships☆62Updated 2 years ago
- Simple and efficient implementation of DQN DDPG TD3 SAC PPO MADDPG MATD3 MASAC MAAC IPPO MAPPO HAPPO MAT MORL☆59Updated last week
- 武器目标分配问题——动态规划算法☆23Updated 3 years ago
- Heterogeneous Hierarchical Multi Agent Reinforcement Learning for Air Combat☆104Updated 3 weeks ago
- 基于深度强化学习技术（DRL），提出了结合D3QN算法和多步学习的无人机3D路径优化算法。为进一步优化算法，提出一种三维同步导航和无线电测绘（SNARM）新框架。☆50Updated 2 years ago
- ☆22Updated 4 years ago
- ☆30Updated last year
- AI4IS / Multi-Dimensional-Decision-Making-for-UAV-Air-Combat-Based-on-Hierarchical-Reinforcement-LearningThis project is the partially open source code of EI thesis Multi-Dimensional Decision-Making for UAV Air Combat Based on Hierarchical Re…☆14Updated last year
- Source code of paper "A Hierarchical Reinforcement Learning Algorithm Based on Attention Mechanism for UAV Autonomous Navigation"☆20Updated 2 years ago
- Parametrized Deep Q-Networks Learning: Reinforcement Learning with Discrete-Continuous Hybrid Action Space☆45Updated 3 years ago
- Attempt to reproduce and improve the implementation of the paper 'Improving Multi-Target Cooperative Tracking Guidance for UAV Swarms Usi…☆35Updated 10 months 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☆48Updated 8 months ago
- Simulación de algoritmo de control distribuido para flotas de vehículos con restricciones energéticas. Réplica del método distribuido G…☆12Updated 3 years ago
- Multi-UAV Adaptive Path Planning Using Deep Reinforcement Learning☆97Updated 2 years ago
- gym 框架下的多智能体追逃博弈强化学习平台☆15Updated last year
- 多智能体强化学习VDN、QMIX、QTRAN、QPLEX复现☆32Updated 2 years ago
- Multi-UAV target round-up based on MADDPG☆140Updated 2 months ago
- Butterfly Optimization Algorithm for Weapon Target Assignment Problem☆11Updated 3 years ago
- Multi-agent Combat Arena (UAV swarm vs UAV swarm)☆128Updated 4 years ago
- The Python implementation of the proposed framework in the paper Evolutionary Multi-Objective Deep Reinforcement Learning for Autonomous …☆24Updated last year
- Python implementation of DDQN multi-UAV data harvesting☆179Updated 3 years ago
- 基于MADDPG的多智能体博弈对抗算法☆15Updated 2 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。☆53Updated last year
- An OpenAIGym-based framework allowing to test Delay-Aware Deep Reinforcement Learning algorithms for cooperative multi-UAV systems in ful…☆42Updated 8 months ago
- This is a reinforcement learning algorithm library. The code takes into account both performance and simplicity, with little dependence.☆99Updated 2 years ago
- A series of air combat game environments packaged according to the gym interface for reinforcement learning.☆20Updated 2 years ago
- RL Dresden Algorithm Suite☆29Updated 9 months ago