Sequential Decision Analytics
Warren B. Powell · Princeton University
Sequential decision problems
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Sequential decision problems
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The SDP communities
What is Reinforcement Learning?
Optimal Learning
Modeling
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Decisions, decisions
Framing decision problems
The universal modeling framework
State variables
Modeling uncertainty
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Policy function approximations
Cost function approximations
Value function approximations
Direct lookahead approximations
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The 7 levels of AI
Energy storage research
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General Introductions
Books
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Clearing the jungle of stochastic optimization (a series of tutorials)