Decision-theoretic planning with generalized first-order decision diagrams.
Saket JoshiKristian KerstingRoni KhardonPublished in: Artif. Intell. (2011)
Keyphrases
- decision diagrams
- decision theoretic planning
- markov decision processes
- state space
- dynamic programming
- optimal policy
- planning under uncertainty
- multi valued
- probabilistic planning
- reinforcement learning
- planning problems
- partially observable
- digital circuits
- markov decision problems
- binary decision diagrams
- multi agent
- dec pomdps
- efficient computation
- machine learning
- compressed data
- constraint satisfaction problems
- markov chain