Death in Paradise: Why did Ben Miller leave Death in Paradise? Will he return?

DEATH IN PARADISE has seen several detective inspectors on the island of Saint Marie over the past nine years. Ben Miller starred in the BBC series as DI Richard Poole from 2011 until 2013 but why did he leave Death in Paradise and will he return?
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