[PDF][PDF] The theory of Boolean counterfactual reasoning

K Rückschloß - 2024 - philarchive.org
Human reasoning is heavily based on distinguishing causes from their effects. We typically
understand our environment by explaining observations, ie, effects, with the help of self …

What Do Counterfactuals Say About the World? Reconstructing Probabilistic Logic Programs from Answers to “What If?” Queries

K Rückschloß, F Weitkämper - International Conference on Inductive Logic …, 2023 - Springer
A ProbLog program is a logic program with facts that only hold with a specified probability.
Each ProbLog program gives rise to probability estimations for counterfactual statements of …

[PDF][PDF] Preventing Collisions in Self-driving Cars using Probabilistic Logic Counterfactual Reasoning

R Kiesel - researchgate.net
We propose counterfactual reasoning through probabilistic logic twin networks (PLTNs) to
prevent collisions in self-driving cars. The basis of a PLTNs is a causal Bayesian network …