Commitment Semantics for Sequential Decision Making under Reward Uncertainty.
Qi ZhangEdmund H. DurfeeSatinder P. SinghAnna ChenStefan J. WitwickiPublished in: IJCAI (2016)
Keyphrases
- sequential decision making
- reinforcement learning
- decision problems
- interactive dynamic influence diagrams
- influence diagrams
- expected utility
- state space
- temporal difference
- reinforcement learning algorithms
- function approximation
- data mining
- decision making
- model free
- machine learning
- np hard
- sensitivity analysis
- markov decision processes
- optimal policy
- special case
- active learning
- optimal solution