SaVeR: Optimal Data Collection Strategy for Safe Policy Evaluation in Tabular MDP.
Subhojyoti MukherjeeJosiah P. HannaRobert D. NowakPublished in: CoRR (2024)
Keyphrases
- data collection
- policy evaluation
- markov decision processes
- policy iteration
- optimal strategy
- dynamic programming
- reinforcement learning
- least squares
- optimal policy
- temporal difference
- average reward
- average cost
- model free
- worst case
- machine learning
- variance reduction
- markov decision process
- function approximation
- evaluation function
- data mining
- utility function
- linear programming
- optimal solution