Designing Reinforcement Learning Algorithms for Digital Interventions: Pre-implementation Guidelines.
Anna L. TrellaKelly W. ZhangInbal Nahum-ShaniVivek ShettyFinale Doshi-VelezSusan A. MurphyPublished in: CoRR (2022)
Keyphrases
- reinforcement learning algorithms
- reinforcement learning
- markov decision processes
- model free
- reinforcement learning methods
- reinforcement learning problems
- function approximation
- temporal difference
- learning algorithm
- state space
- eligibility traces
- multi agent
- partially observable environments
- machine learning
- dynamic environments
- markov models