Clinician-in-the-Loop Decision Making: Reinforcement Learning with Near-Optimal Set-Valued Policies.
Shengpu TangAditya ModiMichael W. SjodingJenna WiensPublished in: ICML (2020)
Keyphrases
- set valued
- decision making
- reinforcement learning
- optimal policy
- decision support
- decision support system
- dominance relation
- decision makers
- reward function
- action selection
- set valued attributes
- single valued
- state space
- variational inequalities
- belief functions
- data mining
- markov decision processes
- real numbers
- decision problems
- lipschitz continuity
- decision analysis
- fuzzy logic
- machine learning
- convex optimization
- decision rules
- rough sets
- learning algorithm