Joe-zsc / April-AELinks
implementation of the paper "APRIL: Towards Scalable and Transferable Autonomous Penetration Testing in Large Action Space via Action Embedding".
☆11Updated 7 months ago
Alternatives and similar repositories for April-AE
Users that are interested in April-AE are comparing it to the libraries listed below
Sorting:
- ☆12Updated 6 months ago
- Team Mindrake's hierarchical RL solution to the second CybORG CAGE challenge.☆13Updated 8 months ago
- The TTCP CAGE Challenges are a series of public challenges instigated to foster the development of autonomous cyber defensive agents. Thi…☆56Updated 3 months ago
- Concise pytorch implements of MARL algorithms, including MAPPO, MADDPG, MATD3, QMIX and VDN.☆620Updated 2 years ago
- Lightweight version of MAPPO to help you quickly migrate to your local environment.☆705Updated 5 months ago
- Gym-based environment for training offensive RL agents. Agents can generalize to unseen scenarios and simulation-trained agents can be de…☆38Updated 10 months ago
- Cyber Operations Research Gym☆88Updated last year
- An Abstract Cyber Security Simulation and Markov Game for OpenAI Gym☆82Updated 5 months ago
- only access to the api_key; python； GUI☆10Updated 9 months ago
- Pytorch implementation of the MARL algorithm, MADDPG, which correspondings to the paper "Multi-Agent Actor-Critic for Mixed Cooperative-C…☆639Updated 3 years ago
- Multi-Agent Reinforcement Learning on network-security☆19Updated 3 years ago
- Multi-Agent Reinforcement Learning (MARL) papers☆269Updated 2 years ago
- Multi-Agent Reinforcement Learning (MARL) papers with code☆382Updated 2 years ago
- Reinforcement learning with PyTorch, inspired by MorvanZhou, change the framework from Tensorflow to PyTorch☆301Updated 5 years ago
- Deception and Moving Target Defense with Network Attack Simulation Paper Code☆13Updated 2 years ago
- Official implementation of HARL algorithms based on PyTorch.☆751Updated 3 months ago
- PyTorch implementations of popular off-policy multi-agent reinforcement learning algorithms, including QMix, VDN, MADDPG, and MATD3.☆491Updated 2 years ago
- ☆10Updated 2 years ago
- A Collection of Multi-Agent Reinforcement Learning (MARL) Resources☆243Updated 2 years ago
- TTCP CAGE Challenge 2☆49Updated last year
- Implementations of IQL, QMIX, VDN, COMA, QTRAN, MAVEN, CommNet, DyMA-CL, and G2ANet on SMAC, the decentralised micromanagement scenario…☆1,617Updated 2 years ago
- Code for the MADDPG algorithm from the paper "Multi-Agent Actor-Critic for Mixed Cooperative-Competitive Environments"☆1,845Updated last year
- A Pytorch implementation of the multi agent deep deterministic policy gradients (MADDPG) algorithm☆353Updated 4 years ago
- A curated list of resources dedicated to reinforcement learning applied to cyber security.☆907Updated 3 weeks ago
- This is the official implementation of Multi-Agent PPO (MAPPO).☆1,647Updated last year
- Concise pytorch implements of DRL algorithms, including REINFORCE, A2C, DQN, PPO(discrete and continuous), DDPG, TD3, SAC.☆1,360Updated 2 years ago
- Deep Q-learning (DQN) for Multi-agent Reinforcement Learning (RL)☆348Updated 5 years ago
- An environment for testing AI pentesting agents against a simulated network.☆189Updated last year
- implementation of MADDPG using PettingZoo and PyTorch☆154Updated last year
- PyTorch Implementation of MADDPG (Lowe et. al. 2017)☆646Updated 5 years ago