A modification of the Halpern-Pearl definition of causality

JY Halpern - arXiv preprint arXiv:1505.00162, 2015 - arxiv.org
The original Halpern-Pearl definition of causality [Halpern and Pearl, 2001] was updated in
the journal version of the paper [Halpern and Pearl, 2005] to deal with some problems …

Causality in configurable software systems

C Dubslaff, K Weis, C Baier, S Apel - Proceedings of the 44th …, 2022 - dl.acm.org
Detecting and understanding reasons for defects and inadvertent behavior in software is
challenging due to their increasing complexity. In configurable software systems, the …

[图书][B] Tactile internet: With human-in-the-Loop

FHP Fitzek, SC Li, S Speidel, T Strufe, M Simsek… - 2021 - books.google.com
Tactile Internet with Human-in-the-Loop describes the change from the current Internet,
which focuses on the democratization of information independent of location or time, to the …

Identifying causal effects via context-specific independence relations

S Tikka, A Hyttinen, J Karvanen - Advances in neural …, 2019 - proceedings.neurips.cc
Causal effect identification considers whether an interventional probability distribution can
be uniquely determined from a passively observed distribution in a given causal structure. If …

Towards computationally efficient responsibility attribution in decentralized partially observable MDPs

S Triantafyllou, G Radanovic - arXiv preprint arXiv:2302.12676, 2023 - arxiv.org
Responsibility attribution is a key concept of accountable multi-agent decision making.
Given a sequence of actions, responsibility attribution mechanisms quantify the impact of …

Situation calculus semantics for actual causality

V Batusov, M Soutchanski - Proceedings of the AAAI conference on …, 2018 - ojs.aaai.org
The definitions of actual cause given by Pearl and Halpern (HP) in the framework of causal
models provided vital computational insight into an old philosophical problem but by no …

Causality, responsibility and blame in team plans

N Alechina, JY Halpern, B Logan - arXiv preprint arXiv:2005.10297, 2020 - arxiv.org
Many objectives can be achieved (or may be achieved more effectively) only by a group of
agents executing a team plan. If a team plan fails, it is often of interest to determine what …

Counterfactuals modulo temporal logics

B Finkbeiner, J Siber - arXiv preprint arXiv:2306.08916, 2023 - arxiv.org
Lewis' theory of counterfactuals is the foundation of many contemporary notions of causality.
In this paper, we extend this theory in the temporal direction to enable symbolic …

The hardness of reasoning about probabilities and causality

B Van Der Zander, M Bläser, M Liśkiewicz - arXiv preprint arXiv …, 2023 - arxiv.org
We study formal languages which are capable of fully expressing quantitative probabilistic
reasoning and do-calculus reasoning for causal effects, from a computational complexity …

Efficient Discovery of Actual Causality Using Abstraction Refinement

A Rafieioskouei, B Bonakdarpour - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
Causality is the relationship where one event contributes to the production of another, with
the cause being partly responsible for the effect and the effect partly dependent on the …