Compositional Behavioral Semantics for State Abstraction in Reinforcement Learning

ORID kovefbSXbQ · tags icml2026-repro paper-kovefbSXbQ

#StatusPageArtifactClaim excerpt
1VERIFIED 2/201-framework-formalizes-behavioral-systems-f-coalgeartifactThe framework formalizes behavioral systems as F-coalgebras and defines behavior…
2VERIFIED 2/202-behavioral-structures-are-characterized-post-fixartifactBehavioral structures are characterized as post-fixed points (or fixed points) o…
3VERIFIED 2/203-safe-verification-surjective-homomorphisms-refleartifactTheorem 3.12 (Safe verification) shows surjective homomorphisms reflect post-fix…
4VERIFIED 2/204-logical-quantitative-relation-connects-logical-qartifactTheorem 3.14 (Logical-quantitative relation) connects logical and quantitative b…
5VERIFIED 2/205-framework-instantiates-state-abstraction-methodsartifactThe framework instantiates state abstraction methods in RL as special cases, inc…
6VERIFIED 2/206-policy-dependent-transition-expressed-natural-trartifactA policy-dependent transition α^π, expressed as a natural transformation connect…

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