Markov Decision Processes from Colored Petri Nets.
Monica Góes EboliFábio Gagliardi CozmanPublished in: SBIA (2010)
Keyphrases
- markov decision processes
- colored petri nets
- petri net
- finite state
- optimal policy
- state space
- web services
- reinforcement learning
- transition matrices
- factored mdps
- dynamic programming
- reachability analysis
- planning under uncertainty
- policy iteration
- finite horizon
- partially observable
- average cost
- model based reinforcement learning
- infinite horizon
- decision theoretic planning
- risk sensitive
- reinforcement learning algorithms
- average reward
- state and action spaces
- action sets
- action space
- decision processes
- reward function
- semi markov decision processes
- markov decision process
- dynamical systems
- interval estimation