Integrating Relational Reinforcement Learning with Reasoning about Actions and Change.
Matthias NicklesPublished in: ILP (2011)
Keyphrases
- relational reinforcement learning
- reasoning about actions and change
- event calculus
- learning classifier systems
- inductive logic programming
- domain description
- graph kernels
- blocks world
- gaussian processes
- situation calculus
- learning tasks
- reinforcement learning
- machine learning
- relational learning
- temporal reasoning
- partially ordered
- deductive databases
- random walk
- truth maintenance systems
- prior knowledge
- training data