Regular decision processes
We introduce and study Regular Decision Processes (RDPs), a new, compact model for domains with non-Markovian dynamics and rewards, in which the dependence on the past is regular, in the language theoretic sense. RDPs are an intermediate model between MDPs and POMDPs. They generalize k-order MDPs an...
| Main Authors: | , |
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| Format: | Journal article |
| Sprog: | English |
| Udgivet: |
Elsevier
2024
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