Probabilistic Guarantees for Safe Deep Reinforcement Learning.
Edoardo BacciDavid ParkerPublished in: CoRR (2020)
Keyphrases
- reinforcement learning
- probabilistic model
- generative model
- reinforcement learning algorithms
- bayesian networks
- policy search
- probabilistic logic
- multi agent
- markov decision processes
- state space
- optimal policy
- quality guarantees
- model free
- information theoretic
- active learning
- learning algorithm
- transfer learning
- graphical models
- hidden markov models
- uncertain data
- learning classifier systems
- information retrieval
- robot control
- markov decision process
- data sets
- robotic control
- real time