Stochastic Over-Subscription Planning Using Hierarchies of MDPs.
Nicolas MeuleauRonen I. BrafmanEmmanuel BenazeraPublished in: ICAPS (2006)
Keyphrases
- stochastic domains
- markov decision processes
- planning problems
- probabilistic planning
- planning under uncertainty
- markov decision problems
- reinforcement learning
- decision theoretic planning
- assembly systems
- state space
- ai planning
- linear programming
- abstraction hierarchy
- factored markov decision processes
- planning process
- initial state
- partially observable
- heuristic search
- lot sizing
- factored mdps
- situation calculus
- machine learning