Path Weight Sampling: Exact Monte Carlo Computation of the Mutual Information between Stochastic Trajectories.
Manuel ReinhardtGasper TkacikPieter Rein ten WoldePublished in: CoRR (2022)
Keyphrases
- monte carlo
- mutual information
- adaptive sampling
- point processes
- image registration
- importance sampling
- markov chain
- matrix inversion
- monte carlo methods
- monte carlo simulation
- stochastic approximation
- similarity measure
- feature selection
- particle filter
- markovian decision
- temporal difference
- markov chain monte carlo
- variance reduction
- monte carlo method
- optimal strategy
- monte carlo tree search
- collision free
- game tree search
- global illumination
- path planning
- decision trees
- computer vision
- quasi monte carlo