HAL 9000: Skynet's Risk Manager

no code implementations • 15 Nov 2023 • Tadeu Freitas, Mário Neto, Inês Dutra, João Soares, Manuel Correia, Rolando Martins

This can be caused by the dependency that systems have for human intervention.

Data and Knowledge for Overtaking Scenarios in Autonomous Driving

no code implementations • 30 May 2023 • Mariana Pinto, Inês Dutra, Joaquim Fonseca

Autonomous driving has become one of the most popular research topics within Artificial Intelligence.

Autonomous Driving Decision Making

SkILL - a Stochastic Inductive Logic Learner

no code implementations • 2 Jun 2015 • Joana Côrte-Real, Theofrastos Mantadelis, Inês Dutra, Ricardo Rocha

Probabilistic Inductive Logic Programming (PILP) is a rel- atively unexplored area of Statistical Relational Learning which extends classic Inductive Logic Programming (ILP).

Inductive logic programming Relational Reasoning

ExpertBayes: Automatically refining manually built Bayesian networks

no code implementations • 10 Jun 2014 • Ezilda Almeida, Pedro Ferreira, Tiago Vinhoza, Inês Dutra, Jingwei Li, Yirong Wu, Elizabeth Burnside

Bayesian network structures are usually built using only the data and starting from an empty network or from a naive Bayes structure.