90 search results - page 1 / 18 » On the hardness of finding symmetries in Markov decision pro... |
53
Voted
ICML
2008
IEEE
15 years 10 months ago
2008
IEEE
ICML
2001
IEEE
15 years 10 months ago
2001
IEEE
This paper examines the notion of symmetry in Markov decision processes (MDPs). We define symmetry for an MDP and show how it can be exploited for more effective learning in singl...
95
Voted
UAI
2000
14 years 11 months ago
2000
We consider decentralized control of Markov decision processes and give complexity bounds on the worst-case running time for algorithms that find optimal solutions. Generalization...
AAAI
2006
14 years 11 months ago
2006
In multiple criteria Markov Decision Processes (MDP) where multiple costs are incurred at every decision point, current methods solve them by minimising the expected primary cost ...
75
Voted
ECAI
2010
Springer
14 years 10 months ago
2010
Springer
A Markov Decision Process (MDP) is a general model for solving planning problems under uncertainty. It has been extended to multiobjective MDP to address multicriteria or multiagen...