Transition-independent decentralized markov decision processes

@inproceedings{Becker2003TransitionindependentDM,
  title={Transition-independent decentralized markov decision processes},
  author={Raphen Becker and Shlomo Zilberstein and Victor R. Lesser and Claudia V. Goldman},
  booktitle={AAMAS},
  year={2003}
}
There has been substantial progress with formal models for sequential decision making by individual agents using the Markov decision process (MDP). However, similar treatment of multi-agent systems is lacking. A recent complexity result, showing that solving decentralized MDPs is NEXP-hard, provides a partial explanation. To overcome this complexity barrier, we identify a general class of transition-independent decentralized MDPs that is widely applicable. The class consists of independent… CONTINUE READING
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