Current and future challenges in knowledge representation and reasoning. ~ James P. Delgrande, Birte Glimm, Thomas Meyer, Miroslaw Truszczynski, Frank Wolter. https://arxiv.org/abs/2308.04161 #KRR

LLMs4OL: Large language models for ontology learning. ~ Hamed Babaei Giglou, Jennifer D'Souza, Sören Auer. https://arxiv.org/abs/2307.16648 #LLMs #KRR

The DLV system for knowledge representation and reasoning. ~ Nicola Leone, Gerald Pfeifer, Wolfgang Faber, Thomas Eiter, Georg Gottlob, Simona Perri, Francesco Scarcello. https://arxiv.org/abs/cs/0211004 #ASP #LogicProgramming #KRR #Knowledge_representation_and_reasoning

Answer Set Solving in Practice. ~ Torsten Schaub. https://github.com/potassco-asp-course/course/releases/download/v1.15.0/main.pdf #ASP #LogicProgramming #KRR #Knowledge_representation_and_reasoning

From shallow to deep interactions between knowledge representation, reasoning and machine learning. ~ Kay R. Amel. https://arxiv.org/abs/1912.06612 #AI #KRR #MachineLearning

A knowledge engineering primer. ~ Agnieszka Lawrynowicz. https://arxiv.org/abs/2305.17196 #AI #KRR

Common wisdom in #AI and #ML is that #AIPlanning methods cannot deal with continuous state and action spaces.

Subverting these expectations - presenting our recent paper on how a planning agent can play #AngryBirds!

And, no #DL #DQN systems cannot play these games yet AND take so much data to learn to play a single level.

#Planning #Reasoning #KRR FTW!!

https://arxiv.org/abs/2303.16967

#Introduction
Hi there! I'm Agnese and I'm a Visiting Research Fellow at AIRLab, Politecnico di Milano.

I work on Computer Vision solutions for service and field #robotics and interested in all things #NeuroSymbolicAI, #CognitiveAI, knowledge representation and reasoning #KRR.

Looking forward to connecting on these common interests :)

#Introduction
Hi there! I'm Agnese and I'm a Visiting Research Fellow at AIRLab, Politecnico di Milano.

I work on Computer Vision solutions for service and field #robotics and interested in all things #NeuroSymbolicAI, #CognitiveAI, knowledge representation and reasoning #KRR.

Looking forward to connecting on these common interests :)