Designing Reinforcement Learning Algorithms for Digital Interventions: Pre-Implementation Guidelines.
Anna L. TrellaKelly W. ZhangInbal Nahum-ShaniVivek ShettyFinale Doshi-VelezSusan A. MurphyPublished in: Algorithms (2022)
Keyphrases
- reinforcement learning algorithms
- reinforcement learning
- state space
- model free
- function approximation
- eligibility traces
- markov decision processes
- temporal difference
- reinforcement learning problems
- stochastic games
- learning algorithm
- reinforcement learning methods
- random variables
- random walk
- higher order
- dynamic programming
- partially observable environments