Detecting Anomalous Agent Decision Sequences Based on Offline Imitation Learning.
Chen WangSarah M. ErfaniTansu AlpcanChristopher LeckiePublished in: AAMAS (2024)
Keyphrases
- detecting anomalous
- imitation learning
- decision making
- anomaly detection
- intrusion detection
- multi agent systems
- multi agent
- network traffic
- reinforcement learning
- humanoid robot
- robotic systems
- maximum margin
- human teacher
- hidden markov models
- multiple agents
- databases
- decision problems
- real time
- agent model
- sequential patterns
- action selection
- dynamic environments
- intrusion detection system
- model selection