Domain-Independent Optimistic Initialization for Reinforcement Learning.
Marlos C. MachadoSriram SrinivasanMichael BowlingPublished in: CoRR (2014)
Keyphrases
- domain independent
- reinforcement learning
- domain specific
- domain specific knowledge
- domain dependent
- state space
- control knowledge
- machine learning
- ontology population
- markov decision processes
- planning problems
- natural language interface to databases
- optimal policy
- dynamic programming
- state space search
- partially observable
- domain experts
- initial state
- prior knowledge
- learning algorithm