Generalized First Order Decision Diagrams for First Order Markov Decision Processes.
Saket JoshiKristian KerstingRoni KhardonPublished in: IJCAI (2009)
Keyphrases
- decision diagrams
- markov decision processes
- finite state
- efficient computation
- multi valued
- digital circuits
- binary decision diagrams
- state space
- reinforcement learning
- dynamic programming
- optimal policy
- policy iteration
- transition matrices
- decision theoretic planning
- infinite horizon
- constraint satisfaction problems
- least squares
- average cost
- image sequences
- data mining