Solving Factored MDPs with Large Action Space Using Algebraic Decision Diagrams.
Kee-Eung KimThomas L. DeanPublished in: PRICAI (2002)
Keyphrases
- algebraic decision diagrams
- factored mdps
- action space
- markov decision processes
- state space
- markov decision problems
- reinforcement learning
- stochastic processes
- policy iteration
- optimal policy
- context specific
- finite state
- dynamic programming
- real valued
- heuristic search
- partially observable
- approximate dynamic programming
- infinite horizon
- markov chain
- search space
- markov decision process
- decision processes
- average cost
- state variables
- graphical models