GalilAI: Out-of-Task Distribution Detection using Causal Active Experimentation for Safe Transfer RL.
Sumedh A. SontakkeStephen IotaZizhao HuArash MehrjouLaurent IttiBernhard SchölkopfPublished in: AISTATS (2022)
Keyphrases
- reinforcement learning
- transfer learning
- detection accuracy
- detection method
- automatic detection
- bayesian networks
- model free
- data distribution
- false positives
- optimal policy
- detection algorithm
- anomaly detection
- detection rate
- swarm intelligence
- supervised learning
- false alarms
- knowledge transfer
- probability distribution
- neural network
- power law
- causal reasoning
- causal relations
- previously learned