62 citations · 85 across the 3 of their papers we have counts for
3 papers
Combining a Meta-Policy and Monte-Carlo Planning for Scalable Type-Based Reasoning in Partially Observable Environments
Jonathon Schwartz, Hanna Kurniawati, Marcus Hutter
The design of autonomous agents that can interact effectively with other agents without prior coordination is a core problem in multi-agent systems. Type-based reasoning methods ac…
CybORG: An Autonomous Cyber Operations Research Gym
Callum Baillie, Maxwell Standen, Jonathon Schwartz +3
Autonomous Cyber Operations (ACO) involves the consideration of blue team (defender) and red team (attacker) decision-making models in adversarial scenarios. To support the applica…
Autonomous Penetration Testing using Reinforcement Learning
Jonathon Schwartz, Hanna Kurniawati
Penetration testing (pentesting) involves performing a controlled attack on a computer system in order to assess it's security. Although an effective method for testing security, p…