Safe Reinforcement Learning via Probabilistic Logic Shields.
Wen-Chi YangGiuseppe MarraGavin RensLuc De RaedtPublished in: IJCAI (2023)
Keyphrases
- probabilistic logic
- reinforcement learning
- probabilistic reasoning
- maximum entropy
- default reasoning
- abductive reasoning
- probabilistic knowledge
- statistical relational learning
- cp logic
- probability theory
- learning algorithm
- state space
- bayesian networks
- machine learning
- belief networks
- heuristic search
- knowledge representation
- constraint satisfaction
- transfer learning
- first order logic
- markov random field
- case based reasoning
- probabilistic model
- neural network