Enhancing Inference in Relational Reinforcement Learning Via Truth Maintenance Systems.
Mandana HamidiAmir FijanyJean-Guy FontainePublished in: ICMLA (2010)
Keyphrases
- relational reinforcement learning
- truth maintenance systems
- inference mechanism
- constraint propagation
- nonmonotonic reasoning
- default logic
- autoepistemic logic
- temporal reasoning
- belief revision
- propositional logic
- knowledge base
- knowledge representation
- learning tasks
- learning classifier systems
- blocks world
- graph kernels
- constraint satisfaction
- relational learning
- constraint satisfaction problems
- machine learning
- bayesian networks