Planning without state space explosion: Petri net to Markov decision process.
Sanjeev NaguleswaranLangford B. WhitePublished in: Int. Trans. Oper. Res. (2009)
Keyphrases
- markov decision process
- petri net
- state space
- planning problems
- heuristic search
- story generation
- optimal policy
- initial state
- markov decision processes
- partially observable
- classical planning
- partial observability
- belief space
- dynamic programming
- petri net model
- belief state
- reinforcement learning
- state variables
- markov chain
- service composition
- policy iteration
- particle filter
- colored petri nets
- web service composition
- fuzzy petri net
- planning domains
- action space
- stochastic petri net
- markov decision problems
- reward function
- search space
- planning graph
- multistage
- stationary policies
- transition probabilities
- partially observable markov decision processes
- reinforcement learning algorithms
- decision making