kgshear / q-learning-weapon-targetingLinks
Approximate Q-Learning algorithm designed for the WTA (weapon target assignment) problem. Created for an AI Competition.
☆14Updated 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
Sorting:
- Branch-and-adjust for the Weapon Target Assignment Problem☆23Updated 3 years ago
- Simple and efficient implementation of DQN DDPG TD3 SAC PPO MADDPG MATD3 MASAC MAAC IPPO MAPPO HAPPO MAT MORL☆101Updated 3 weeks ago
- Parametrized Deep Q-Networks Learning: Reinforcement Learning with Discrete-Continuous Hybrid Action Space☆53Updated 3 years ago
- Heterogeneous Hierarchical Multi Agent Reinforcement Learning for Air Combat☆121Updated 4 months ago
- Use Multi-Agent Deep Deterministic Policy Gradient(DDPG) algorithm to find reasonable paths for ships☆37Updated 2 years ago
- Codes for paper of 'Solving job scheduling problems in a resource preemption environment with multi-agent reinforcement learning'☆47Updated 2 years ago
- This is a reinforcement learning algorithm library. The code takes into account both performance and simplicity, with little dependence.☆102Updated 3 years ago
- Use Multi-agent Twin Delayed Deep Deterministic Policy Gradient(TD3) algorithm to find reasonable paths for ships☆64Updated 2 years ago
- Source code of paper "A Hierarchical Reinforcement Learning Algorithm Based on Attention Mechanism for UAV Autonomous Navigation"☆22Updated 2 years ago
- PyTorch implementations of MADDPG, MAPPO (coming)☆166Updated last year
- Multi-agent Combat Arena (UAV swarm vs UAV swarm)☆142Updated 4 years ago
- Algorithm that combines QMIX with SAC for Multi-Agent Reinforcement Learning.☆51Updated 3 years ago
- This is the source code of "Efficient training techniques for multi-agent reinforcement learning in combatant tasks".☆97Updated 4 years ago
- Code for the RL method MATD3 described in the paper "Reducing Overestimation Bias in Multi-Agent Domains Using Double Centralized Critics…☆86Updated 4 years ago
- Lightweight multi-agent PPO for IEEE field.☆14Updated 3 years ago
- Python implementation of DDQN multi-UAV data harvesting☆193Updated 3 years ago
- Jax and Torch Multi-Agent SAC on PettingZoo API☆87Updated 8 months ago
- 多智能体强化学习（MARL）算法复现，包括QMIX，VDN，QTRAN、MAVEN等等☆202Updated 3 years ago
- 多智能体强化学习VDN、QMIX、QTRAN、QPLEX复现☆32Updated 2 years ago
- D3QN Pytorch☆62Updated 3 years ago
- created an environment of 10*10 grid and 4 UAVs to carry out coverage path planning cooperatively☆102Updated 3 years ago
- A Pytorch implementation of the multi agent deep deterministic policy gradients (MADDPG) algorithm☆353Updated 4 years ago
- 武器目标分配问题——动态规划算法☆25Updated 3 years ago
- A Collection of Multi-Agent Reinforcement Learning (MARL) Resources☆243Updated 2 years ago
- Multi-UAV target round-up based on MADDPG☆184Updated 2 months ago
- TD3 in Pytorch☆34Updated 3 years ago
- demo of multi-agent reinforcement learning algorithms, such as ATT-MADDPG (Modelling the Dynamic Joint Policy of Teammates with Attention…☆60Updated 4 years ago
- Concise pytorch implements of MARL algorithms, including MAPPO, MADDPG, MATD3, QMIX and VDN.☆620Updated 2 years ago
- Clean implementation of Multi-Agent Reinforcement Learning methods (MADDPG, MATD3, MASAC, MAD4PG) in TensorFlow 2.x☆157Updated last year
- Multi-Agent Reinforcement Learning (MARL) papers with code☆382Updated 2 years ago