Publications

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Conference Proceedings


A Semantics for Belief in Simplicial Complexes

Published in Proceedings of AiML 2026, 2026

We provide novel semantics for belief using simplicial complexes. In our framework, belief is a KD45 modality that satisfies “knowledge implies belief” (“If you know phi, then you believe phi”); in addition, we adopt the (standard) assumption that each facet in our simplicial models contains exactly one vertex for each agent. No existing model of belief in simplicial complexes that we are aware of is able to satisfy all of these conditions without trivializing belief to coincide with knowledge. We establish a truth-preserving correspondence between our simplicial framework and standard relational models for knowledge and belief; this involves, notably, proving that all relational models can be simulated using proper relational models, a result of independent interest. Finally, we apply these results to provide a simple axiomatization.

Recommended citation: Adam Bjorndahl and Philip Sink (2026). "A Semantics for Belief in Simplicial Complexes" Proceedings of AiML 2026
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Technical Reports


A New Semantics for Belief Revision in Simplicial Complexes

Published in NASA Technical Reports Server, 2026

In this paper we set out to develop a novel method for handling transient faults in gossip protocols. In particular, we are interested in settings where a signal “P” can come across the network, followed by a signal “¬P” at a later time. These signals could even come from the same agent, and any agent is capable of failing as such. The main idea to handle such a dramatically faulty setting is to use a technique from the philosophical literature called “belief revision”. [31] This allows agents to update on information contrary to their beliefs without resorting to probabilities. However, belief revision is often difficult to implement in a practical setting. Therefore, we turn towards using simplicial semantics for epistemic modal logic to represent each single time-slice of a protocol. Such models already have a history of applications in distributed computing. [25] [36] [19] [26] [24] [22] [23] [29] In order to model the transitions between time slices, we will use action models. These too already have a history in distributed computing. [26] [19] [3] [34] [39] [15] We will modify the application of action models to simplicial complexes in order to incorporate belief revision. In so doing, we will be able to define a novel gossip protocol for handling the prescribed fault scenario.

Recommended citation: Philip Sink and Alwyn Goodloe (2026). "A New Semantics for Belief Revision in Simplicial Complexes" NASA Technical Reports Server
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Modal Logic Without Possible Worlds: A New Semantics for Modal Logic in Simplicial Complexes

Published in NASA Technical Reports Server, 2022

In this paper, we set out to give a novel semantics for modal logic in simplicial complexes. The motivation for this semantics will be first the replacement of possible worlds with the idea of an “agent perspective”. After exploring some of the philosophical implications of such a move, we give a semantics based around this idea. Following this, we explore some of the more interesting consequences of such a system, in particular the soundness of an unusual axiom we call NU^*. After giving soundness and completeness, we conclude by exploring ways to weaken this axiom in our semantics.

Recommended citation: Philip Sink (2022). "Modal Logic Without Possible Worlds: A New Semantics for Modal Logic in Simplicial Complexes" NASA Technical Reports Server
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Prepublications


A Note on Proper Relational Structures

Published in arXiv, 2025

In this note we provide an algorithm for translating relational structures into “proper” relational structures, i.e., those such that there is no pair of worlds \(w\) and \(u\) such that \(w\) is accessible from \(u\) for every agent. In particular, our method of translation preserves many classical properties of relational structures, such as transitivity and the Euclidean property. As a result, this method of translation has many applications in the literature on Simplicial Semantics for modal logic, where the creation of proper canonical relational structures is a common step in proofs of completeness.

Recommended citation: Adam Bjorndahl and Philip Sink (2025). "A Note on Proper Relational Structures" arXiv
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