Graph-based Cross Entropy method for solving multi-robot decentralized POMDPs
This paper introduces a probabilistic algorithm for multi-robot decision-making under uncertainty, which can be posed as a Decentralized Partially Observable Markov Decision Process (Dec-POMDP). Dec-POMDPs are inherently synchronous decision-making frameworks which require significant computational...
| Main Authors: | , , , , , |
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| Other Authors: | |
| Format: | Article |
| Language: | en_US |
| Published: |
Institute of Electrical and Electronics Engineers (IEEE)
2016
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| Online Access: | http://hdl.handle.net/1721.1/105797 https://orcid.org/0000-0003-0903-0137 https://orcid.org/0000-0002-9838-1221 https://orcid.org/0000-0001-8576-1930 |