Monte Carlo Sampling Methods for Approximating Interactive POMDPs.
Prashant DoshiPiotr J. GmytrasiewiczPublished in: J. Artif. Intell. Res. (2009)
Keyphrases
- monte carlo
- sampling methods
- adaptive sampling
- random sampling
- markov chain
- class imbalance
- sampling algorithm
- reinforcement learning
- monte carlo tree search
- stratified sampling
- temporal difference
- markov chain monte carlo
- belief state
- particle filter
- original data
- markov decision processes
- hyperparameters
- state space
- dynamic programming
- data sets