Qualitative Analysis of Partially-Observable Markov Decision Processes.
Krishnendu ChatterjeeLaurent DoyenThomas A. HenzingerPublished in: MFCS (2010)
Keyphrases
- qualitative analysis
- linear programming
- partially observable markov decision processes
- dynamic programming
- quantitative analysis
- finite state
- reinforcement learning
- planning under uncertainty
- content analysis
- decision problems
- optimal policy
- dynamical systems
- continuous state
- partially observable stochastic games
- belief state
- state space
- planning problems
- belief space
- stochastic domains
- markov decision processes
- multi agent
- fault tree
- partially observable domains
- partially observable markov
- predictive state representations
- partially observable
- infinite horizon
- dec pomdps
- decision making
- utility function
- heuristic search
- learning process
- markov chain