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models-and-methods:overview [2014/05/06 07:11]
stefan
models-and-methods:overview [2014/05/06 10:00]
stefan
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 Through the evolution of a tutorial at AAMAS, a couple of nice graphics have emerged that illustrates the differences in complexity of a few of the problem classes. ​ The first places the Dec-POMDP, Dec-MMDP, and MMDP in the context of the overarching Partially-Observable Stochastic Game (POSG), as well as the single-agent MDP and POMDP models. Through the evolution of a tutorial at AAMAS, a couple of nice graphics have emerged that illustrates the differences in complexity of a few of the problem classes. ​ The first places the Dec-POMDP, Dec-MMDP, and MMDP in the context of the overarching Partially-Observable Stochastic Game (POSG), as well as the single-agent MDP and POMDP models.
  
-{{ :models-and-methods:msdm-classes.png?nolink&600 |}}+{{http://​gaips.inesc-id.pt/​switwicki/​msdm-2014/msdm-classes.png&​.png}}
  
  
 The second explores subclasses of the Dec-MDP model, some of which have significantly lower complexity. The second explores subclasses of the Dec-MDP model, some of which have significantly lower complexity.
  
-{{ :models-and-methods:complexity-of-subclasses.jpg?nolink&600 |}}+{{http://​gaips.inesc-id.pt/​switwicki/​msdm-2014/complexity-of-subclasses.jpg&​.png}}
  
 These illustration were inspired by publications such as the following, which provide detailed complexity analyses: These illustration were inspired by publications such as the following, which provide detailed complexity analyses:
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