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Quantum causal graph dynamics
Consider a graph having quantum systems lying at each node. Suppose that the whole thing
evolves in discrete time steps, according to a global, unitary causal operator. By causal we …
evolves in discrete time steps, according to a global, unitary causal operator. By causal we …
Causal prompting model-based offline reinforcement learning
Model-based offline Reinforcement Learning (RL) allows agents to fully utilise pre-collected
datasets without requiring additional or unethical explorations. However, applying model …
datasets without requiring additional or unethical explorations. However, applying model …
ICCPS: Impact discovery using causal inference for cyber attacks in CPSs
We propose a new method to quantify the impact of cyber attacks in Cyber Physical Systems
(CPSs). In particular, our method allows to identify the Design Parameter (DPs) affected due …
(CPSs). In particular, our method allows to identify the Design Parameter (DPs) affected due …
[PDF][PDF] Global Graph Transformations.
L Maignan, A Spicher - GCM@ ICGT, 2015 - ceur-ws.org
In this paper, we consider Global Graph Transformations where all occurrences of a set of
predefined local rules are applied altogether synchronously so that each part of the original …
predefined local rules are applied altogether synchronously so that each part of the original …
Cellular automata over generalized Cayley graphs
It is well-known that cellular automata can be characterized as the set of translation-invariant
continuous functions over a compact metric space; this point of view makes it easy to extend …
continuous functions over a compact metric space; this point of view makes it easy to extend …
[PDF][PDF] Spacetimes with semantics (iii)
M Burgess - arxiv preprint arxiv:1608.02193, 2016 - markburgess.org
Using the previously developed concepts of semantic spacetime, I explore the interpretation
of knowledge representations, and their structure, as a semantic system, within the …
of knowledge representations, and their structure, as a semantic system, within the …
[HTML][HTML] Causal graph dynamics
P Arrighi, G Dowek - Information and Computation, 2013 - Elsevier
We extend the theory of cellular automata to arbitrary, time-varying graphs. In other words
we formalise, and prove theorems about, the intuitive idea of a labelled graph which evolves …
we formalise, and prove theorems about, the intuitive idea of a labelled graph which evolves …
Reversible causal graph dynamics: invertibility, block representation, vertex-preservation
Abstract Causal Graph Dynamics extend Cellular Automata to arbitrary time-varying graphs
of bounded degree. The whole graph evolves in discrete time steps, and this global …
of bounded degree. The whole graph evolves in discrete time steps, and this global …
Causal Graph Dynamics and Kan Extensions
L Maignan, A Spicher - International Conference on Graph Transformation, 2024 - Springer
On the one side, the formalism of Global Transformations comes with the claim of capturing
any transformation of space that is local, synchronous and deterministic. The claim has been …
any transformation of space that is local, synchronous and deterministic. The claim has been …
Reversibility vs Local Creation/Destruction
Consider a network that evolves reversibly, according to nearest neighbours interactions.
Can its dynamics create/destroy nodes? On the one hand, since the nodes are the principal …
Can its dynamics create/destroy nodes? On the one hand, since the nodes are the principal …