Monte Carlo Sampling Methods for Approximating Interactive POMDPs.
Prashant DoshiPiotr J. GmytrasiewiczPublished in: CoRR (2014)
Keyphrases
- monte carlo
- sampling methods
- adaptive sampling
- random sampling
- markov chain
- stratified sampling
- sampling algorithm
- class imbalance
- reinforcement learning
- original data
- markov decision processes
- particle filter
- markov chain monte carlo
- belief state
- active learning
- partially observable markov decision processes
- variance reduction
- multi view
- temporal difference
- state space
- machine learning