Exploiting Expert Knowledge in Factored POMDPs.
Felix MüllerChristian SpäthThomas GeierSusanne BiundoPublished in: ECAI (2012)
Keyphrases
- expert knowledge
- expert systems
- domain knowledge
- bayesian networks
- knowledge elicitation
- state space
- fuzzy logic
- knowledge engineering
- domain experts
- prior knowledge
- partially observable markov decision processes
- belief state
- reinforcement learning
- markov decision processes
- distributed constraint optimization
- dynamic programming
- knowledge acquisition
- optimal policy
- knowledge base
- decision making
- data mining
- linear programming
- control system
- search algorithm
- partially observable
- continuous state
- data sets