Adaptive Discretization for Episodic Reinforcement Learning in Metric Spaces.
Sean R. SinclairSiddhartha BanerjeeChristina Lee YuPublished in: Proc. ACM Meas. Anal. Comput. Syst. (2019)
Keyphrases
- metric space
- reinforcement learning
- similarity search
- nearest neighbor queries
- similarity queries
- distance function
- searching in metric spaces
- high dimensional
- access methods
- range queries
- state space
- similarity join
- probability measures
- training data
- multidimensional index
- partially ordered sets
- database
- range query processing
- dimensional vector
- similarity searching
- neural network
- learning algorithm
- indexing techniques
- decision trees
- convex hull
- vector space