Implementing a Library for Probabilistic Programming Using Non-strict Non-determinism
Sign Up to like & getrecommendations! Published in 2019 at "Theory and Practice of Logic Programming"
DOI: 10.1017/s1471068419000085
Abstract: Abstract This paper presents PFLP, a library for probabilistic programming in the functional logic programming language Curry. It demonstrates how the concepts of a functional logic programming language support the implementation of a library for… read more here.
Keywords: probabilistic programming; programming; functional logic; library probabilistic ... See more keywords
Path Planning Under Malicious Injections and Removals of Perceived Obstacles: A Probabilistic Programming Approach
Sign Up to like & getrecommendations! Published in 2020 at "IEEE Robotics and Automation Letters"
DOI: 10.1109/lra.2020.3021382
Abstract: An autonomous mobile robot may encounter adversarial environments in which an attacker tries to influence its decisions. Through physical or software-level attacks, some of the robot's sensors might be compromised—a special concern for self-driving vehicles.… read more here.
Keywords: probabilistic programming; uncertainty; approach; planning malicious ... See more keywords
Multi-objective fuzzy quadratic probabilistic programming problem involving fuzzy Cauchy random variable
Sign Up to like & getrecommendations! Published in 2018 at "International Journal of Operational Research"
DOI: 10.1504/ijor.2018.10014542
Abstract: In this paper, we have proposed a method for solving a multi-objective quadratic probabilistic programming problem, where the objective functions are multi-objective and quadratic in nature. The right hand side parameters are fuzzy Cauchy distributed… read more here.
Keywords: programming problem; multi objective; quadratic probabilistic; probabilistic programming ... See more keywords