Clinician-in-the-Loop Decision Making: Reinforcement Learning with Near-Optimal Set-Valued Policies.
Shengpu TangAditya ModiMichael W. SjodingJenna WiensPublished in: CoRR (2020)
Keyphrases
- set valued
- reinforcement learning
- decision making
- optimal policy
- decision support
- decision support system
- action selection
- dominance relation
- decision makers
- single valued
- belief functions
- variational inequalities
- reward function
- state space
- dynamic programming
- real numbers
- set valued attributes
- decision analysis
- data mining
- decision problems
- lipschitz continuity
- markov decision processes
- multi criteria
- group decision making
- fuzzy logic
- primal dual
- decision model
- shape from shading
- sufficient conditions
- special case
- multi agent
- objective function
- learning algorithm