duckzhao / air_campaign_rl
基于强化学习的游戏空战推演
☆11Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for air_campaign_rl
- Use Multi-agent Twin Delayed Deep Deterministic Policy Gradient(TD3) algorithm to find reasonable paths for ships☆50Updated last year
- 多智能体强化学习VDN、QMIX、QTRAN、QPLEX复现☆26Updated last year
- 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☆40Updated 2 months ago
- Heterogeneous Hierarchical Multi Agent Reinforcement Learning for Air Combat☆64Updated 2 months ago
- Use Multi-Agent Deep Deterministic Policy Gradient(DDPG) algorithm to find reasonable paths for ships☆28Updated 2 years ago
- created an environment of 10*10 grid and 4 UAVs to carry out coverage path planning cooperatively☆81Updated 3 years ago
- ☆26Updated last year
- An OpenAIGym-based framework allowing to test Delay-Aware Deep Reinforcement Learning algorithms for cooperative multi-UAV systems in ful…☆28Updated 3 months ago
- A series of air combat game environments packaged according to the gym interface for reinforcement learning.☆17Updated 2 years ago
- This is the source code of "Efficient training techniques for multi-agent reinforcement learning in combatant tasks".☆68Updated 4 years ago
- Multi-agent Reinforcement Learning Algorithms(COMA, VDN, QMIX)☆13Updated 4 years ago
- Source code of paper "A Hierarchical Reinforcement Learning Algorithm Based on Attention Mechanism for UAV Autonomous Navigation"☆10Updated 2 years ago
- ☆17Updated 3 years ago
- ☆10Updated 2 years ago
- Code for the RL method MATD3 described in the paper "Reducing Overestimation Bias in Multi-Agent Domains Using Double Centralized Critics…☆75Updated 3 years ago
- Multi-Agent Deep Recurrent Q-Learning with Bayesian epsilon-greedy on AirSim simulator☆10Updated 2 years 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。☆37Updated last year
- Algorithm that combines QMIX with SAC for Multi-Agent Reinforcement Learning.☆40Updated 2 years ago
- 基于强化学习的空战对抗☆60Updated 3 years ago
- PyTorch implementations of MADDPG, MAPPO (coming)☆86Updated 8 months ago
- Multi-agent Combat Arena (UAV swarm vs UAV swarm)☆104Updated 4 years 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。☆65Updated 5 years ago
- Undergraduate Thesis.☆10Updated 4 months ago
- Codes for paper of 'Solving job scheduling problems in a resource preemption environment with multi-agent reinforcement learning'☆35Updated last year
- This is a reinforcement learning algorithm library. The code takes into account both performance and simplicity, with little dependence.☆92Updated 2 years ago
- UAV Logistics Environment for Multi-Agent Reinforcement Learning / Unity ML-Agents / Unity 3D☆81Updated 7 months ago
- Jax and Torch Multi-Agent SAC on PettingZoo API☆61Updated last year
- Multi-UAV Adaptive Path Planning Using Deep Reinforcement Learning☆72Updated last year
- Multi Agent SAC and DDPG applied to path finding in a 3-dimensional grid☆11Updated 3 years ago