Probabilistic Guarantees for Safe Deep Reinforcement Learning.
Edoardo BacciDavid ParkerPublished in: FORMATS (2020)
Keyphrases
- reinforcement learning
- function approximation
- bayesian networks
- probabilistic model
- machine learning
- learning algorithm
- multi agent
- neural network
- probabilistic logic
- model free
- belief networks
- uncertain data
- optimal policy
- data sets
- generative model
- state space
- posterior probability
- context sensitive
- probability distribution
- dynamic programming
- knowledge base
- probabilistic reasoning
- information retrieval
- temporal difference
- reinforcement learning algorithms
- partially observable
- probabilistic networks
- quality guarantees