Safe Reinforcement Learning via Probabilistic Logic Shields.
Wen-Chi YangGiuseppe MarraGavin RensLuc De RaedtPublished in: CoRR (2023)
Keyphrases
- probabilistic logic
- reinforcement learning
- maximum entropy
- probabilistic reasoning
- default reasoning
- statistical relational learning
- abductive reasoning
- probability theory
- probabilistic knowledge
- state space
- dynamic programming
- supervised learning
- learning algorithm
- search algorithm
- logic programming
- cp logic
- knowledge representation
- case based reasoning