A coalgebraic generalization of belief construction via monad lifting to slice categories and determinization shows semantics equivalence for partially observable systems, recovering POMDP results and yielding a new result for semimodule monads.
A coalgebraic perspective on predictive processing
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From Coalgebraic Determinization to Belief Construction for Partial Observability
A coalgebraic generalization of belief construction via monad lifting to slice categories and determinization shows semantics equivalence for partially observable systems, recovering POMDP results and yielding a new result for semimodule monads.