Safe Exploration Techniques for Reinforcement Learning - An Overview.
Martin PeckaTomás SvobodaPublished in: MESAS (2014)
Keyphrases
- reinforcement learning
- active exploration
- exploration strategy
- action selection
- exploration exploitation
- function approximation
- reinforcement learning algorithms
- model free
- markov decision processes
- model based reinforcement learning
- state space
- optimal policy
- balancing exploration and exploitation
- direct policy search
- relational reinforcement learning
- function approximators
- information retrieval
- active learning
- temporal difference learning
- autonomous learning
- information systems
- data mining
- learning classifier systems
- search strategies
- transfer learning
- learning process
- artificial neural networks
- multi agent
- decision making
- robotic control
- machine learning