You Can't Count on Luck: Why Decision Transformers Fail in Stochastic Environments.
Keiran PasterSheila A. McIlraithJimmy BaPublished in: CoRR (2022)
Keyphrases
- decision making
- decision problems
- real world
- decision makers
- monte carlo
- complex environments
- markov processes
- stochastic optimization
- stochastic model
- database
- decision process
- decision rules
- stochastic models
- decision processes
- decision theory
- database systems
- case study
- machine learning
- data mining
- neural network
- databases