Don't do it: Safer Reinforcement Learning With Rule-based Guidance.
Ekaterina NikonovaCheng XueJochen RenzPublished in: CoRR (2022)
Keyphrases
- reinforcement learning
- function approximation
- state space
- expert systems
- markov decision processes
- learning algorithm
- rule based systems
- learning process
- temporal difference
- reinforcement learning algorithms
- data driven
- control problems
- function approximators
- multi agent
- dynamic programming
- temporal difference learning
- data sets
- reinforcement learning methods
- rule base
- machine learning
- robotic control
- continuous state
- reward function
- transfer learning
- action selection
- model free
- least squares
- case based reasoning
- decision making
- information systems
- artificial intelligence
- data mining