Bayesian Sensitivity Analysis for Offline Policy Evaluation.
Jongbin JungRavi ShroffAvi FellerSharad GoelPublished in: AIES (2020)
Keyphrases
- sensitivity analysis
- policy evaluation
- least squares
- reinforcement learning
- temporal difference
- monte carlo
- statistical inference
- managerial insights
- model free
- markov decision processes
- function approximation
- policy iteration
- variational inequalities
- variance reduction
- bayesian networks
- semi parametric
- influence diagrams
- optimal policy
- dynamic programming
- evaluation function
- optimal control
- finite state
- maximum likelihood
- state space