You Can't Count on Luck: Why Decision Transformers Fail in Stochastic Environments.

Keiran Paster Sheila A. McIlraith Jimmy Ba

Published 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