Optimal Experimental Design for Partially Observable Pure Birth Processes.
Ali EshraghMatthew P. SkerrittBruno SalvyThomas McCallumPublished in: CoRR (2024)
Keyphrases
- experimental design
- partially observable
- decision problems
- dynamical systems
- state space
- reinforcement learning
- active learning
- optimal solution
- partial observations
- dynamic programming
- empirical studies
- markov decision processes
- infinite horizon
- sample size
- optimal control
- worst case
- np hard
- data streams
- control strategy
- virtual learning environments
- reward function
- data mining