alan-turing-institute / Entity-Based-Yawning-Titan
Official Repository of the Entity-based Reinforcement Learning for Autonomous Cyber Defence paper.
☆18Updated 2 months ago
Alternatives and similar repositories for Entity-Based-Yawning-Titan:
Users that are interested in Entity-Based-Yawning-Titan are comparing it to the libraries listed below
- CAGE Challenge 2 with bug fixes, an alternate simplified version and discussion/clarification about gameplay and using this environment.☆34Updated last month
- The TTCP CAGE Challenges are a series of public challenges instigated to foster the development of autonomous cyber defensive agents. Thi…☆50Updated 7 months ago
- Cyber Operations Research Gym☆77Updated 10 months ago
- Team Mindrake's hierarchical RL solution to the second CybORG CAGE challenge.☆12Updated 4 months ago
- TTCP CAGE Challenge 2☆47Updated 10 months ago
- TTCP CAGE Challenge 3☆36Updated last year
- ARCD Primary-Level AI Training Environment (PrimAITE)☆19Updated 2 weeks ago
- ☆54Updated 2 years ago
- Code for Shapley values for explaining reinforcement learning. XRL feature-influence method.☆20Updated last year
- ☆15Updated 3 weeks ago
- A Simulated Optimal Intrusion Response Game☆21Updated 3 years ago
- Reinforcement learning training framework for entity-gym environments.☆17Updated last year
- Multi-Agent Reinforcement Learning on network-security☆19Updated 2 years ago
- Programmatically Interpretable Reinforcement Learning☆19Updated 3 years ago
- Gym-based environment for training offensive RL agents. Agents can generalize to unseen scenarios and simulation-trained agents can be de…☆35Updated 6 months ago
- Scalable Opponent Shaping Experiments in JAX☆24Updated 11 months ago
- ☆20Updated 3 years ago
- Code for magnetic mirror descent.☆16Updated last year
- ☆30Updated 4 years ago
- [NeurIPS 2020, Spotlight] State-Adversarial DQN (SA-DQN) for robust deep reinforcement learning☆33Updated 4 years ago
- Reference implementations for RecurJac, CROWN, FastLin and FastLip (Neural Network verification and robustness certification algorithms)…☆26Updated 5 years ago
- A tool for aggregating and plotting MARL experiment data.☆76Updated 2 months ago
- HPO and Architecture Benchmarking for RL: Dynamically, Reactive and Efficient☆22Updated 3 weeks ago
- An Abstract Cyber Security Simulation and Markov Game for OpenAI Gym☆79Updated last month
- Learning diverse options through the Laplacian representation.☆23Updated last year
- Official implementation of the δ-model presented in the ICML 2024 paper "A Distributional Analogue to the Successor Representation".☆20Updated 4 months ago
- A categorised list of Multi-Agent Reinforcemnt Learning (MARL) papers☆51Updated 2 years ago
- SocialJax: sequential social dilemma environments☆16Updated this week
- Contains JAX implementation of algorithms for inverse reinforcement learning☆71Updated 7 months ago
- RouteRL is a multi-agent reinforcement learning framework for modeling and simulating the collective route choices of humans and autonomo…☆16Updated last week