Bridging the Gap between Reinforcement Learning and Knowledge Representation: A Logical Off- and On-Policy Framework.
Emad SaadPublished in: ECSQARU (2011)
Keyphrases
- reinforcement learning
- knowledge representation
- state space
- main contribution
- optimal policy
- multi agent
- policy search
- sequential decision making
- continuous state and action spaces
- data sets
- continuous state spaces
- logical framework
- action selection
- transfer learning
- theoretical framework
- knowledge acquisition
- knowledge base