Qualitative Analysis of Partially-observable Markov Decision Processes
Krishnendu ChatterjeeLaurent DoyenThomas A. HenzingerPublished in: CoRR (2009)
Keyphrases
- qualitative analysis
- partially observable markov decision processes
- quantitative analysis
- finite state
- reinforcement learning
- decision problems
- content analysis
- dynamical systems
- planning under uncertainty
- belief state
- optimal policy
- dynamic programming
- partially observable stochastic games
- continuous state
- partially observable
- markov decision processes
- belief space
- multi agent
- partially observable domains
- state space
- infinite horizon
- approximate solutions
- planning problems
- stochastic domains
- dec pomdps
- fault tree
- partially observable markov
- point based value iteration
- domain specific
- np hard
- sequential decision making problems
- video sequences